{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "e697d084-b030-4b5b-a146-e2b427325722",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "This code examines the AL VRA case in two ways.\n",
      "First, we create counterfactual displacements of Birmingham or Mobile Black pops\n",
      " ... to illustrate the importance of proximity in assessing Gingles 1\n",
      "Then for each map, we draw mini-MMDs to determine if the unbroken chain can support two MMDs.\n"
     ]
    }
   ],
   "source": [
    "print(\"This code examines the AL VRA case in two ways.\")\n",
    "print(\"First, we create counterfactual displacements of Birmingham or Mobile Black pops\")\n",
    "print(\" ... to illustrate the importance of proximity in assessing Gingles 1\")\n",
    "print(\"Then for each map, we draw mini-MMDs to determine if the unbroken chain can support two MMDs.\")\n",
    "import shapely\n",
    "import matplotlib.pyplot as plt\n",
    "from shapely import Point, LineString, Polygon\n",
    "from shapely.ops import nearest_points\n",
    "from shapely.affinity import translate\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import math\n",
    "pi = math.pi\n",
    "import geopandas as gpd\n",
    "dummyPoly = Polygon([(0,0),(0,1),(1,1)])\n",
    "#handy function for plotting Polygon or multiPolygon tracts and precincts\n",
    "def plotPoly(inputPoly):\n",
    "    dummyPoly = Polygon([(0,0),(0,1),(1,1)])\n",
    "    if inputPoly.geom_type == dummyPoly.geom_type:\n",
    "        x,y = inputPoly.exterior.xy\n",
    "        plt.plot(x,y)\n",
    "    else:\n",
    "        for geom in inputPoly.geoms:\n",
    "            if geom.area > 0:  #to avoid error with LineString geom parts\n",
    "                x,y = geom.exterior.xy\n",
    "                plt.plot(x,y)\n",
    "                \n",
    "def r3(x):\n",
    "    result = round(x,3)\n",
    "    return result\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "156e6064-5518-4bec-ae94-a05fd62212b3",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "I read in the Census population data. AL is divided into 3925 shapes.\n",
      "There are a total of 2595046 White VAP and 1016124 Any-part-black VAP. \n",
      "These pctages are 0.662 0.259 rspctvly\n",
      "Compare these numbers to Duchin's 25.9pct blackVAP\n",
      "AL has 67 counties\n"
     ]
    }
   ],
   "source": [
    "STATE = \"AL\" #str(input(\"Enter the state name; e.g. OH \"))\n",
    "popFilename = \"al_pl2020_bg.dbf\" #input(\"What is the state's filename for its popn data; e.g. al_pl2020_bg.dbf or oh_pl2020_t.dbf? \")\n",
    "tractPopFile = gpd.read_file(\"../state_map_files/\"+popFilename)\n",
    "tractPop = tractPopFile['P0010001']\n",
    "tractGeom = tractPopFile['geometry']\n",
    "nTracts = len(tractPop)\n",
    "statePop = np.sum(tractPop)\n",
    "tractVAP =   tractPopFile['P0030001']\n",
    "stateVAP = np.sum(tractVAP)\n",
    "tractWVAP =  tractPopFile['P0030003']\n",
    "tractBVAP =  tractPopFile['P0030004']\n",
    "tractHalfBVAP = (tractPopFile['P0030011'] + tractPopFile['P0030016'] + tractPopFile['P0030017'] +\n",
    "                 tractPopFile['P0030018'] + tractPopFile['P0030019'])  #five diff 2-race w/Black\n",
    "tract3race = tractPopFile['P0030026']  #we'll be lazy and take 'em all\n",
    "tractBVAP = [tractBVAP[t] + + tractHalfBVAP[t]+ tract3race[t] for t in range(nTracts)]\n",
    "tractHisp = tractPopFile['P0040002']\n",
    "tractCountyNo = tractPopFile['COUNTYFP20']\n",
    "print(\"I read in the Census population data.\",STATE,\"is divided into\",nTracts,\"shapes.\")\n",
    "print(\"There are a total of\",np.sum(tractWVAP),\"White VAP and\",\n",
    "      np.sum(tractBVAP),\"Any-part-black VAP. \")\n",
    "print(\"These pctages are\",r3(np.sum(tractWVAP)/stateVAP),r3(np.sum(tractBVAP)/stateVAP),\"rspctvly\")\n",
    "print(\"Compare these numbers to Duchin's 25.9pct blackVAP\")\n",
    "tractArea = [tractGeom[t].area for t in range(nTracts)]\n",
    "trueTractCP =   [tractGeom[t].centroid for t in range(nTracts)]\n",
    "tractCP = trueTractCP.copy()  #for some states, we move secluded corners into the map\n",
    "tractCPx =  [tractCP[t].x for t in range(nTracts)]\n",
    "tractCPy =  [tractCP[t].y for t in range(nTracts)]\n",
    "trueCountyNo =  [int((int(tractCountyNo[t]) - 1)/2) for t in range(nTracts)]\n",
    "countyNo = trueCountyNo.copy()\n",
    "nCounties = int( np.max(countyNo)+1)\n",
    "countyTractList = [list() for c in range(nCounties)]\n",
    "for t in range(nTracts):\n",
    "    countyTractList[countyNo[t]].append(t)\n",
    "print(STATE,\"has\",nCounties,\"counties\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "8a7a689c-6472-42df-a410-3518dffdaafb",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def dotPlot():  #this plots a dot so we get the right aspect ratio for Al graphics\n",
    "    plotPoly(Point(-83,33).buffer(0.01))\n",
    "    return\n",
    "def plotCenter(TEXT,GEOM):\n",
    "    plt.text(GEOM.centroid.x, GEOM.centroid.y,TEXT,ha=\"center\")\n",
    "    return\n",
    "def plotPolyColor(inputPoly, COLOR, LW=0.5,LS=\"solid\"):\n",
    "    dummyPoly = Polygon([(0,0),(0,1),(1,1)])\n",
    "    if inputPoly.geom_type == dummyPoly.geom_type:\n",
    "        x,y = inputPoly.exterior.xy\n",
    "        plt.plot(x,y,color=COLOR,lw=LW,ls=LS)\n",
    "    else:\n",
    "        for geom in inputPoly.geoms:\n",
    "            if geom.area > 0:  #to avoid error with LineString geom parts\n",
    "                x,y = geom.exterior.xy\n",
    "                plt.plot(x,y, color=COLOR,lw=LW,ls=LS)\n",
    "    return\n",
    "def fillPlotColor(GEOM, COLOR):  #use COLOR = [1.-x]*3 if x is blackness\n",
    "    dummyPoly = Polygon([(0,0),(0,1),(1,1)])\n",
    "    if GEOM.geom_type == dummyPoly.geom_type:\n",
    "        x,y = GEOM.exterior.xy\n",
    "        plt.fill(x,y,facecolor=COLOR)  #COLOR could be a triplet or a standard color\n",
    "    else:\n",
    "        for geom in GEOM.geoms:\n",
    "            x,y = geom.exterior.xy\n",
    "            plt.fill(x,y,facecolor=COLOR)  \n",
    "    return\n",
    "                        \n",
    "def fillPlotBlackRed(GEOM, DELTA, MIN, MAX):\n",
    "    \"\"\"\n",
    "    This shades an area in a shade of black or red if abs(delta) is >min.  The scaling is abs(delta)/max\n",
    "    We use this method to highlight regions of high abs(Black-White) pop density\n",
    "    \"\"\"\n",
    "    if abs(DELTA) > MIN:\n",
    "        if DELTA > 0:  #here, delta is blackVAP - whiteVAP pop density, so positive = more black\n",
    "            COLOR = [max(0,1. - math.log(DELTA/MIN)/ math.log(MAX/MIN))]*3\n",
    "        else:\n",
    "            antiRED = max(0,1. - math.log(abs(DELTA)/MIN)/ math.log(MAX/MIN))\n",
    "            COLOR = [1., antiRED, antiRED]\n",
    "        fillPlotColor(GEOM,COLOR)\n",
    "    return"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "a856e62c-dd58-475b-af94-798c7712110d",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "I'll now build the county geometries and the total state geometry\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "county 2 with pop 25223.0 is 46 pct Black\n",
      "county 6 with pop 19051.0 is 43 pct Black\n",
      "county 8 with pop 34772.0 is 38 pct Black\n",
      "county 11 with pop 12665.0 is 42 pct Black\n",
      "county 12 with pop 23087.0 is 43 pct Black\n",
      "county 17 with pop 11597.0 is 43 pct Black\n",
      "county 36 with pop 674721.0 is 41 pct Black\n",
      "county 49 with pop 19772.0 is 41 pct Black\n",
      "county 53 with pop 19123.0 is 38 pct Black\n",
      "county 54 with pop 33009.0 is 36 pct Black\n",
      "county 56 with pop 59183.0 is 44 pct Black\n",
      "there are 11 Black Belt counties, with BVAP, VAP, pop of 181929.0 297425.0 380910.0\n",
      "The required total pop of each district is 717754  =  1435508  for two districts\n"
     ]
    }
   ],
   "source": [
    "print(\"I'll now build the county geometries and the total state geometry\")\n",
    "countyGeom = [tractGeom[countyTractList[c][0]] for c in range(nCounties)]\n",
    "stateGeom = countyGeom[0]\n",
    "for c in range(nCounties):\n",
    "    for t in countyTractList[c]:\n",
    "        countyGeom[c] = countyGeom[c].union(tractGeom[t])\n",
    "    plotPoly(countyGeom[c])\n",
    "    plotCenter(c,countyGeom[c])\n",
    "    stateGeom = stateGeom.union(countyGeom[c])\n",
    "dotPlot()\n",
    "countyPop =  [0. for c in range(nCounties)]\n",
    "countyBVAP = [0. for c in range(nCounties)]\n",
    "countyVAP =  [0. for c in range(nCounties)]\n",
    "for c in range(nCounties):\n",
    "    for t in countyTractList[c]:\n",
    "        countyPop[c] += tractPop[t]\n",
    "        countyBVAP[c] += tractBVAP[t]\n",
    "        countyVAP[c]  += tractVAP[t]\n",
    "countyPctBlack = [countyBVAP[c] / countyVAP[c] for c in range(nCounties) ]\n",
    "for c in range(nCounties):\n",
    "    if countyPctBlack[c] > 0.5:\n",
    "        fillPlotColor(countyGeom[c], [1.-countyPctBlack[c]]*3)\n",
    "\n",
    "plt.show()\n",
    "blackBeltBVAP, blackBeltVAP, blackBeltPop = 0., 0., 0.\n",
    "blackBeltCountyList = list()\n",
    "for c in range(nCounties):\n",
    "    if countyPctBlack[c] > 0.5:\n",
    "        blackBeltCountyList.append(c)\n",
    "        blackBeltBVAP += countyBVAP[c]\n",
    "        blackBeltVAP  += countyVAP[c]\n",
    "        blackBeltPop  += countyPop[c]\n",
    "    else:\n",
    "        if countyPctBlack[c] > 0.35:\n",
    "            print(\"county\",c,\"with pop\",countyPop[c], \"is\",int(100*countyPctBlack[c]),\"pct Black\")\n",
    "print(\"there are\",len(blackBeltCountyList),\"Black Belt counties, with BVAP, VAP, pop of\",blackBeltBVAP, blackBeltVAP, blackBeltPop)\n",
    "print(\"The required total pop of each district is\",int(np.sum(tractPop)/7.),\" = \",int(2./7.*np.sum(tractPop)),\" for two districts\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "55e22b79-85f3-478e-b864-67a1848389f0",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "DuchinShapes = gpd.read_file(\"../AL-VRA-files/DuchinPlanBshapes.dbf\")\n",
    "DuchinDistricts = DuchinShapes['geometry']\n",
    "easyShapes = gpd.read_file(\"../AL-VRA-files/DuchinEasy.dbf\")\n",
    "map1Shapes = easyShapes['geometry']\n",
    "strainedShapes = gpd.read_file(\"../AL-VRA-files/DuchinStretched.dbf\")\n",
    "map3Shapes = strainedShapes['geometry']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "id": "279ac9b5-ff65-447c-ab5b-a4da98f58e15",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "working on county 0\n",
      "working on county 10\n",
      "working on county 20\n",
      "working on county 30\n",
      "working on county 40\n",
      "working on county 50\n",
      "working on county 60\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "#plotPoly(DuchinDistricts[1])\n",
    "#plotPoly(DuchinDistricts[6])\n",
    "for c in range(nCounties):\n",
    "    if c%10 == 0:\n",
    "        print(\"working on county\",c)\n",
    "    plotPolyColor(countyGeom[c],\"black\", LW=0.1)\n",
    "    if countyPctBlack[c] > 0.5:\n",
    "        fillPlotColor(countyGeom[c], [1.-countyPctBlack[c]]*3)\n",
    "    else:\n",
    "        for t in countyTractList[c]:\n",
    "            if tractVAP[t] > 5:  #skip lowPop tracts\n",
    "                if tractBVAP[t] > 0.5* tractVAP[t]:\n",
    "                    fillPlotColor(tractGeom[t],[1. - tractBVAP[t]/tractVAP[t]]*3 )\n",
    "dotPlot()\n",
    "pt1 = Point(-88.25, 30.4)\n",
    "pt2 = Point(-88., 30.47)\n",
    "pt3 = Point(-87.95, 30.7)\n",
    "pt4 = Point(-88.25, 30.9)\n",
    "MobilePoly = Polygon([pt1,pt2,pt3,pt4])\n",
    "plotPoly(MobilePoly)\n",
    "\n",
    "pt1 = Point(-87.07, 33.2)\n",
    "pt2 = Point(-86.45, 33.6)\n",
    "pt3 = Point(-86.52, 33.74)\n",
    "pt4 = Point(-86.7, 33.8)\n",
    "pt5 = Point(-87.1, 33.54)\n",
    "BhamPoly = Polygon([pt1,pt2,pt3,pt4, pt5])\n",
    "plotPoly(BhamPoly)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "53a083d3-f3f9-4a85-93fd-d9828eedee87",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now generate a legend for the grayscale\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"Now generate a legend for the grayscale\")\n",
    "x = 0.3\n",
    "textX = 1.\n",
    "ySpace = 1.\n",
    "ySpace2 = 1.2\n",
    "Polly1 = Polygon([(0,0),(x,0),(x,1.*ySpace),(0,1.*ySpace)])\n",
    "Polly2 = translate(Polly1, xoff=0, yoff=ySpace2)\n",
    "Polly3 = translate(Polly2, xoff=0, yoff=ySpace2)\n",
    "Polly4 = translate(Polly3, xoff=0, yoff=ySpace2)\n",
    "bvapPCT = [0.50, 0.65, 0.80] #0.70, 0.80]\n",
    "Pollys = [Polly1,Polly2, Polly3] #, Polly4]\n",
    "for i,p in enumerate(Pollys):\n",
    "    fillPlotColor(p,[1-bvapPCT[i]]*3)\n",
    "    plt.text(p.centroid.x, p.centroid.y-0.2*ySpace,str(int(bvapPCT[i]*100))+\"%\",ha=\"center\",color=\"white\",fontsize=30)\n",
    "plotPoly(Polygon([(3.5*x,3),(4*x,3),(4*x,4),(3.5*x,4)]) )\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "6a04d5be-4e73-4585-8327-c06cdef049df",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "We have identified 549 256 blockgroups near Bham and Mobile to move\n",
      "here are their fractional BVAPs by tractVAP\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "above Bham, below Mobile\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "VAP, BVAP for moved Bham and Mobile are 490112.0 213843.0 Bham,Mobile 227311.0 98186.0\n"
     ]
    }
   ],
   "source": [
    "BhamMoveList, MobileMoveList = list(), list()  #building the lists of tracts that we will counterfactually displace\n",
    "BhamCounty, MobileCounty = 36, 48\n",
    "for t in countyTractList[BhamCounty]:\n",
    "    if BhamPoly.contains(tractCP[t]):\n",
    "        BhamMoveList.append(t)\n",
    "        \n",
    "for t in countyTractList[MobileCounty]:\n",
    "    if MobilePoly.contains(tractCP[t]):\n",
    "        MobileMoveList.append(t)\n",
    "print(\"We have identified\",len(BhamMoveList),len(MobileMoveList),\"blockgroups near Bham and Mobile to move\")\n",
    "print(\"here are their fractional BVAPs by tractVAP\")\n",
    "BhamVAP, BhamBVAP, MobileVAP, MobileBVAP = 0., 0., 0., 0.\n",
    "for t in BhamMoveList:\n",
    "    if tractVAP[t] > 0:\n",
    "        BhamVAP += tractVAP[t]\n",
    "        BhamBVAP += tractBVAP[t]\n",
    "        plt.scatter(tractVAP[t],tractBVAP[t]/tractVAP[t])\n",
    "plt.show()\n",
    "print(\"above Bham, below Mobile\")\n",
    "for t in MobileMoveList:\n",
    "    if tractVAP[t] > 0:\n",
    "        MobileVAP += tractVAP[t]\n",
    "        MobileBVAP += tractBVAP[t]\n",
    "        plt.scatter(tractVAP[t],tractBVAP[t]/tractVAP[t])\n",
    "plt.show()\n",
    "print(\"VAP, BVAP for moved Bham and Mobile are\", BhamVAP, BhamBVAP,\"Bham,Mobile\", MobileVAP, MobileBVAP)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "1960a0ca-e46d-4790-8c2b-616584a5ba58",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "this block -- compare to some counterfactuals\n",
      "First - the actual Bham and Mobile locations\n",
      "working on county 0\n",
      "working on county 20\n",
      "working on county 40\n",
      "working on county 60\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now - a clear 2MMD situation\n",
      "working on county 0\n",
      "working on county 20\n",
      "working on county 40\n",
      "working on county 60\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "and now, a failure to meet Gingles 1\n",
      "working on county 0\n",
      "working on county 20\n",
      "working on county 40\n",
      "working on county 60\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "pt1 = Point(-88.25, 30.1)\n",
    "pt2 = Point(-88.1, 30.1)\n",
    "pt3 = Point(-88.1, 31.1)\n",
    "pt4 = Point(-88.3, 31.1)\n",
    "clipPoly2 = Polygon([pt1,pt2,pt3,pt4])\n",
    "print(\"this block -- compare to some counterfactuals\")\n",
    "print(\"First - the actual Bham and Mobile locations\")\n",
    "xMove = [0., -0.0]  #xshift for Bham or Mobile\n",
    "yMove = [-0., 0.]\n",
    "yMax = [34, 30.8]\n",
    "moveCs = [36,48]\n",
    "for c in range(nCounties):\n",
    "    if c%20 == 0:\n",
    "        print(\"working on county\",c)    \n",
    "    if countyPctBlack[c] > 0.5:\n",
    "        fillPlotColor(countyGeom[c], [1.-countyPctBlack[c]]*3)\n",
    "        plotPolyColor(countyGeom[c],\"black\",LW=0.4)\n",
    "    else:\n",
    "        plotPolyColor(countyGeom[c],\"red\",LW=0.1)\n",
    "        for t in countyTractList[c]:\n",
    "            if tractVAP[t] > 5:  #skip lowPop tracts\n",
    "                if tractBVAP[t] > 0.5* tractVAP[t]:\n",
    "                    if c in moveCs and tractCPy[t] < yMax[moveCs.index(c)]:\n",
    "                        i = moveCs.index(c)\n",
    "                        movedGeom = translate(tractGeom[t],xoff=xMove[i], yoff=yMove[i])\n",
    "                        fillPlotColor(movedGeom,[1. - tractBVAP[t]/tractVAP[t]]*3 )\n",
    "                    else:\n",
    "                        fillPlotColor(tractGeom[t],[1. - tractBVAP[t]/tractVAP[t]]*3 )\n",
    "dotPlot()\n",
    "plotPolyColor(DuchinDistricts[6],\"green\",LW=1.5)\n",
    "plotPolyColor(DuchinDistricts[1],\"blue\",LW=1.5)\n",
    "plt.show()\n",
    "print(\"Now - a clear 2MMD situation\")\n",
    "xMove = [0.15, -0.02]  #xshift for Bham or Mobile\n",
    "yMove = [-0.5, 0.35]\n",
    "yMax = [34, 30.8]\n",
    "moveCs = [36,48]\n",
    "for c in range(nCounties):\n",
    "    if c%20 == 0:\n",
    "        print(\"working on county\",c)    \n",
    "    if countyPctBlack[c] > 0.5:\n",
    "        fillPlotColor(countyGeom[c], [1.-countyPctBlack[c]]*3)\n",
    "        plotPolyColor(countyGeom[c],\"black\",LW=0.4)\n",
    "    else:\n",
    "        plotPolyColor(countyGeom[c],\"red\",LW=0.1)\n",
    "        for t in countyTractList[c]:\n",
    "            if tractVAP[t] > 5:  #skip lowPop tracts\n",
    "                if tractBVAP[t] > 0.5* tractVAP[t]:\n",
    "                    if c in moveCs and tractCPy[t] < yMax[moveCs.index(c)]:\n",
    "                        i = moveCs.index(c)\n",
    "                        movedGeom = translate(tractGeom[t],xoff=xMove[i], yoff=yMove[i])\n",
    "                        fillPlotColor(movedGeom,[1. - tractBVAP[t]/tractVAP[t]]*3 )\n",
    "                    else:\n",
    "                        fillPlotColor(tractGeom[t],[1. - tractBVAP[t]/tractVAP[t]]*3 )\n",
    "dotPlot()\n",
    "plotPolyColor(map1Shapes[6],\"green\",LW=1.5)\n",
    "plotPolyColor(map1Shapes[1],\"blue\",LW=1.5)\n",
    "plt.show()\n",
    "\n",
    "print(\"and now, a failure to meet Gingles 1\")\n",
    "xMove = [0.3, -0.21]  #xshift for Bham or Mobile\n",
    "yMove = [0.5, -0.3]\n",
    "yMax = [34, 30.8]\n",
    "moveCs = [36,48]\n",
    "for c in range(nCounties):\n",
    "    if c%20 == 0:\n",
    "        print(\"working on county\",c)    \n",
    "    if countyPctBlack[c] > 0.5:\n",
    "        fillPlotColor(countyGeom[c], [1.-countyPctBlack[c]]*3)\n",
    "        plotPolyColor(countyGeom[c],\"black\",LW=0.4)\n",
    "    else:\n",
    "        plotPolyColor(countyGeom[c],\"red\",LW=0.1)\n",
    "        for t in countyTractList[c]:\n",
    "            if tractVAP[t] > 5:  #skip lowPop tracts\n",
    "                if tractBVAP[t] > 0.5* tractVAP[t] and tractCPy[t] + yMove[i] > 30.3:  #avoid too far south\n",
    "                    if c in moveCs and tractCPy[t] < yMax[moveCs.index(c)]:\n",
    "                        i = moveCs.index(c)\n",
    "                        movedGeom = translate(tractGeom[t],xoff=xMove[i], yoff=yMove[i])\n",
    "                        fillPlotColor(movedGeom,[1. - tractBVAP[t]/tractVAP[t]]*3 )\n",
    "                    else:\n",
    "                        fillPlotColor(tractGeom[t],[1. - tractBVAP[t]/tractVAP[t]]*3 )\n",
    "dotPlot()\n",
    "plotPolyColor(map3Shapes[6],\"green\",LW=1.5)\n",
    "plotPolyColor(map3Shapes[1].difference(clipPoly2),\"blue\",LW=1.5)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "id": "0742bbf9-a04a-4a83-a3a2-4474e85d1619",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "4f810bc4-38f7-466f-bdfd-e64ee4e1b0cf",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "county pops and tract list nos\n",
      "4 59134.0 43\n",
      "57 91103.0 61\n",
      "36 674721.0 583\n",
      "58 223024.0 137\n",
      "48 414809.0 334\n",
      "64 15388.0 18\n",
      "1 231767.0 118\n"
     ]
    }
   ],
   "source": [
    "print(\"county pops and tract list nos\")\n",
    "for c in [4,57,36,58, 48,64,1]:\n",
    "    print(c,countyPop[c], len(countyTractList[c]) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "id": "1727c264-a490-42d0-9953-b9fa948e9ce2",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "countyNeighborList = [ list() for c in range(nCounties) ]  #developing the countyNeighborList\n",
    "for c in range(nCounties):\n",
    "    for cc in range(c+1, nCounties):\n",
    "        if countyGeom[c].intersects(countyGeom[cc]) :\n",
    "            countyNeighborList[c].append(cc)\n",
    "            countyNeighborList[cc].append(c)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "id": "00ffab70-e45d-4eb2-86fa-836d3829962c",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "BBneighborCounties = list()\n",
    "BBcountiesGeom = countyGeom[blackBeltCountyList[0]]\n",
    "for c in blackBeltCountyList:\n",
    "    BBcountiesGeom = BBcountiesGeom.union(countyGeom[c])\n",
    "for c in range(nCounties):\n",
    "    if c not in blackBeltCountyList and countyGeom[c].distance(BBcountiesGeom) < 1.: #countyGeom[c].intersects(BBcountiesGeom):\n",
    "        BBneighborCounties.append(c)\n",
    "        plotPoly(countyGeom[c])\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "id": "aa7790f0-eab7-4331-992b-5ad8035b2dc1",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "let's look for Black-majority hexagons adjacent to the Black Belt.  Hex radii of 1/8, 1/4, 1/2 county sqrt(area)\n",
      "for all bg's in counties in Black Belt or in counties within 999.0 of the BlackBelt\n",
      "working on neighbor county 0\n",
      "working on neighbor county 10\n",
      "working on neighbor county 15\n",
      "working on neighbor county 20\n",
      "working on neighbor county 25\n",
      "working on neighbor county 30\n",
      "working on neighbor county 35\n",
      "working on neighbor county 40\n",
      "working on neighbor county 55\n",
      "working on neighbor county 60\n",
      "working on true Black Belt county 5\n",
      "working on true Black Belt county 23\n",
      "working on true Black Belt county 31\n",
      "working on true Black Belt county 32\n",
      "working on true Black Belt county 42\n",
      "working on true Black Belt county 43\n",
      "working on true Black Belt county 45\n",
      "working on true Black Belt county 50\n",
      "working on true Black Belt county 52\n",
      "working on true Black Belt county 59\n",
      "working on true Black Belt county 65\n"
     ]
    }
   ],
   "source": [
    "print(\"let's look for Black-majority hexagons adjacent to the Black Belt.  Hex radii of 1/8, 1/4, 1/2 county sqrt(area)\")\n",
    "maxDIST = 999. #1.0\n",
    "print(\"for all bg's in counties in Black Belt or in counties within\",maxDIST,\"of the BlackBelt\")\n",
    "BBneighborCounties = list()\n",
    "BBcountiesGeom = countyGeom[blackBeltCountyList[0]]\n",
    "for c in blackBeltCountyList:\n",
    "    BBcountiesGeom = BBcountiesGeom.union(countyGeom[c])\n",
    "MMDtotalGeoms = [BBcountiesGeom]\n",
    "for c in range(nCounties):\n",
    "    if c not in blackBeltCountyList and countyGeom[c].distance(BBcountiesGeom) < maxDIST: #countyGeom[c].intersects(BBcountiesGeom):\n",
    "        BBneighborCounties.append(c)\n",
    "hasBVAPhex = list()  #list of nonBB bg's that can support a Black-majority hexagon\n",
    "BVAPhexRadius, BVAPhexAngle = list(),list()  #the max hex radius that such a nonBB bg supports a BMH\n",
    "BVAPhexPoly = list() #the polygons that extend the MMA beyond the original BlackBelt\n",
    "for c in BBneighborCounties+blackBeltCountyList:\n",
    "    if c in blackBeltCountyList :\n",
    "        print(\"working on true Black Belt county\",c)\n",
    "    elif c%5==0:\n",
    "        print(\"working on neighbor county\",c)\n",
    "    countyRadius = (countyGeom[c].area/3.6 )**0.5  #3.6 is between pi and four (circle and square)\n",
    "    Rtry = [1.5, 1.0, 0.7, 0.5, 0.3, 0.2, 0.14, 0.1, 0.05]\n",
    "    Rlist = [Rtry[i]* countyRadius for i in range(len(Rtry)) ]\n",
    "    for t in countyTractList[c]:\n",
    "        isBBhex, CP, maxR = False, tractCP[t], 0.\n",
    "        angleShift = [0., pi /18., 2./18.*pi]\n",
    "        for R in Rlist:\n",
    "            if not isBBhex:\n",
    "                for aS in angleShift:  #allow multiple hexpoly's per radius, but only take largest radius           \n",
    "                    hexPts = [ Point(CP.x + R * math.cos(aS+ n*pi / 3.), CP.y + R * math.sin(aS+n*pi / 3.) ) for n in range(6)]\n",
    "                    hexPoly = Polygon( [hexPts[0], hexPts[1], hexPts[2], hexPts[3], hexPts[4], hexPts[5] ] )\n",
    "                    hexBVAP, hexVAP = 0., 0.\n",
    "                    if not BBcountiesGeom.contains(hexPoly): #skip if the entire hex already in the whole-county Black Belt\n",
    "                        for tt in countyTractList[c]:\n",
    "                            if hexPoly.contains(tractCP[tt]):\n",
    "                                hexBVAP += tractBVAP[tt]\n",
    "                                hexVAP += tractVAP[tt]\n",
    "                        for cc in countyNeighborList[c]:\n",
    "                            for tt in countyTractList[cc]:\n",
    "                                if hexPoly.contains(tractCP[tt]):\n",
    "                                    hexBVAP += tractBVAP[tt]\n",
    "                                    hexVAP += tractVAP[tt]\n",
    "                        if hexBVAP > 0.5*hexVAP : #and not isBBhex:\n",
    "                            BVAPhexRadius.append(R)\n",
    "                            BVAPhexAngle.append(aS)\n",
    "                            BVAPhexPoly.append(hexPoly)\n",
    "                            if t not in hasBVAPhex:\n",
    "                                hasBVAPhex.append(t)\n",
    "                            #print(\"found a black hex for bg\",t,\"in county\",c)\n",
    "                            isBBhex = True\n",
    "                            #for j, geom in enumerate(MMDtotalGeoms):  #add this shape to our list of blackMajority shapes\n",
    "                            #    notYetFound = True\n",
    "                            #    if hexPoly.intersects(geom) and notYetFound:\n",
    "                            #        notYetFound = False\n",
    "                            #        MMDtotalGeoms[j] = MMDtotalGeoms[j].union(hexPoly)\n",
    "                            #        break\n",
    "                            #if notYetFound:\n",
    "                            #    MMDtotalGeoms.append(hexPoly)\n",
    "                            #break\n",
    "            "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "id": "ac9fc4cf-0f1c-4a96-9ea6-86195307b832",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "working on county 0\n",
      "working on county 20\n",
      "working on county 40\n",
      "working on county 60\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "MMA = BBcountiesGeom\n",
    "for geo in BVAPhexPoly:\n",
    "    MMA = MMA.union(geo)\n",
    "fillPlotColor(MMA.intersection(stateGeom),[1.,0.8,1.])\n",
    "\n",
    "for c in range(nCounties):\n",
    "    if c%20 == 0:\n",
    "        print(\"working on county\",c)    \n",
    "    if countyPctBlack[c] > 0.5:\n",
    "        fillPlotColor(countyGeom[c], [1.-countyPctBlack[c]]*3)\n",
    "        plotPolyColor(countyGeom[c],\"black\",LW=0.2)\n",
    "    else:\n",
    "        plotPolyColor(countyGeom[c],\"red\",LW=0.1)\n",
    "        for t in countyTractList[c]:\n",
    "            if tractVAP[t] > 5:  #skip lowPop tracts\n",
    "                if tractBVAP[t] > 0.5* tractVAP[t]:\n",
    "                    fillPlotColor(tractGeom[t],[1. - tractBVAP[t]/tractVAP[t]]*3 )\n",
    "\n",
    "\n",
    "plotPolyColor(DuchinDistricts[6],\"green\",LW=1.5)\n",
    "plotPolyColor(DuchinDistricts[1],\"blue\",LW=1.5)\n",
    "i=0\n",
    "nJeff=0\n",
    "for geo in MMA.geoms:\n",
    "    if geo.centroid.y < 34:\n",
    "        if i == 10:\n",
    "            JeffGeo = geo\n",
    "        i +=1\n",
    "for geo in BVAPhexPoly:\n",
    "    if countyGeom[36].contains(geo.centroid) :\n",
    "        if geo.intersects(JeffGeo.exterior) and geo.area > 0.15 and nJeff%5 == 3:\n",
    "            plotPolyColor(geo,\"black\",LW=0.5)\n",
    "        nJeff +=1\n",
    "dotPlot()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "id": "e459521f-aa73-48e8-902a-bf01412d963a",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "36\n",
      "2 36\n"
     ]
    }
   ],
   "source": [
    "print(countyNo[BhamMoveList[0]])\n",
    "for c in range(nCounties):\n",
    "    if BhamMoveList[0] in countyTractList[c]:\n",
    "        print(BhamMoveList[0],c)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "id": "6cbaa18f-bb30-46d5-a724-b59135731f04",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prep to repeat with displaced pop.  Reassign displaced Bham tracts to new counties\n",
      "and now, a failure to meet Gingles 1\n"
     ]
    }
   ],
   "source": [
    "print(\"prep to repeat with displaced pop.  Reassign displaced Bham tracts to new counties\")\n",
    "altCountyTractList = [countyTractList[c].copy() for c in range(nCounties)]\n",
    "altTractCP, altTractGeom = tractCP.copy(), tractGeom.copy()\n",
    "\n",
    "xMove = [0.15, -0.02]  #xshift for Bham or Mobile - this is the mapA case (meets Gingles 1)\n",
    "yMove = [-0.5, 0.35]\n",
    "print(\"and now, a failure to meet Gingles 1\")\n",
    "xMove = [0.3, -0.21]  #xshift for Bham or Mobile  comment out these two lines if doing map1\n",
    "yMove = [0.5, -0.3]\n",
    "\n",
    "\n",
    "yMax = [34, 30.8]\n",
    "moveCs = [36,48]\n",
    "for t in BhamMoveList:  #skip Mobile as it stays in same county\n",
    "    altCountyTractList[countyNo[t]].remove(t)\n",
    "    altTractCP[t] =   translate(tractCP[t], xoff = xMove[0], yoff = yMove[0])\n",
    "    altTractGeom[t] = translate(tractGeom[t], xoff = xMove[0], yoff = yMove[0])\n",
    "    for c in range(nCounties):\n",
    "        if countyGeom[c].contains(altTractCP[t]) :\n",
    "            altCountyTractList[c].append(t)\n",
    "            break\n",
    "for t in MobileMoveList:  \n",
    "    #altCountyTractList[moveCs[0]].remove(t)  #not needed for Mobile, we keep in same county\n",
    "    altTractCP[t] =   translate(tractCP[t], xoff = xMove[1], yoff = yMove[1])\n",
    "    altTractGeom[t] = translate(tractGeom[t], xoff = xMove[1], yoff = yMove[1])\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "id": "a4c8063a-822c-40b7-aa60-5a57f4a4fdfb",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now, repeat above, but with Bham and Mobile inPoly populations moved\n",
      "for all bg's in counties in Black Belt or in counties within 999.0 of the BlackBelt\n",
      "working on neighbor county 0\n",
      "working on neighbor county 10\n",
      "working on neighbor county 15\n",
      "working on neighbor county 20\n",
      "working on neighbor county 25\n",
      "working on neighbor county 30\n",
      "working on neighbor county 35\n",
      "working on neighbor county 40\n",
      "working on neighbor county 55\n",
      "working on neighbor county 60\n",
      "working on true Black Belt county 5\n",
      "working on true Black Belt county 23\n",
      "working on true Black Belt county 31\n",
      "working on true Black Belt county 32\n",
      "working on true Black Belt county 42\n",
      "working on true Black Belt county 43\n",
      "working on true Black Belt county 45\n",
      "working on true Black Belt county 50\n",
      "working on true Black Belt county 52\n",
      "working on true Black Belt county 59\n",
      "working on true Black Belt county 65\n"
     ]
    }
   ],
   "source": [
    "print(\"Now, repeat above, but with Bham and Mobile inPoly populations moved\")\n",
    "maxDIST = 999. #1.0\n",
    "print(\"for all bg's in counties in Black Belt or in counties within\",maxDIST,\"of the BlackBelt\")\n",
    "BBneighborCounties = list()\n",
    "BBcountiesGeom = countyGeom[blackBeltCountyList[0]]\n",
    "for c in blackBeltCountyList:\n",
    "    BBcountiesGeom = BBcountiesGeom.union(countyGeom[c])\n",
    "MMDtotalGeoms = [BBcountiesGeom]\n",
    "for c in range(nCounties):\n",
    "    if c not in blackBeltCountyList and countyGeom[c].distance(BBcountiesGeom) < maxDIST: #countyGeom[c].intersects(BBcountiesGeom):\n",
    "        BBneighborCounties.append(c)\n",
    "hasBVAPhex = list()  #list of nonBB bg's that can support a Black-majority hexagon\n",
    "BVAPhexRadius, BVAPhexAngle = list(),list()  #the max hex radius that such a nonBB bg supports a BMH\n",
    "BVAPhexPoly = list() #the polygons that extend the MMA beyond the original BlackBelt\n",
    "for c in BBneighborCounties+blackBeltCountyList:\n",
    "    if c in blackBeltCountyList :\n",
    "        print(\"working on true Black Belt county\",c)\n",
    "    elif c%5==0:\n",
    "        print(\"working on neighbor county\",c)\n",
    "    countyRadius = (countyGeom[c].area/3.6 )**0.5  #3.6 is between pi and four (circle and square)\n",
    "    Rtry = [1.5, 1.0, 0.7, 0.5, 0.3, 0.2, 0.14, 0.1, 0.05]\n",
    "    Rlist = [Rtry[i]* countyRadius for i in range(len(Rtry)) ]\n",
    "    for t in altCountyTractList[c]:\n",
    "        isBBhex, CP, maxR = False, altTractCP[t], 0.\n",
    "        angleShift = [0., pi /18., 2./18.*pi]\n",
    "        for R in Rlist:\n",
    "            if not isBBhex:\n",
    "                for aS in angleShift:  #allow multiple hexpoly orientations per radius, but only take largest radius           \n",
    "                    hexPts = [ Point(CP.x + R * math.cos(aS+ n*pi / 3.), CP.y + R * math.sin(aS+n*pi / 3.) ) for n in range(6)]\n",
    "                    hexPoly = Polygon( [hexPts[0], hexPts[1], hexPts[2], hexPts[3], hexPts[4], hexPts[5] ] )\n",
    "                    hexBVAP, hexVAP = 0., 0.\n",
    "                    if not BBcountiesGeom.contains(hexPoly): #skip if the entire hex already in the whole-county Black Belt\n",
    "                        for c in range(nCounties):\n",
    "                            if hexPoly.intersects(countyGeom[c]):\n",
    "                                for tt in altCountyTractList[c]:\n",
    "                                    if hexPoly.contains(altTractCP[tt]):\n",
    "                                        hexBVAP += tractBVAP[tt]\n",
    "                                        hexVAP += tractVAP[tt]\n",
    "                        if hexBVAP > 0.5*hexVAP : #and not isBBhex:\n",
    "                            BVAPhexRadius.append(R)\n",
    "                            BVAPhexAngle.append(aS)\n",
    "                            BVAPhexPoly.append(hexPoly)\n",
    "                            if t not in hasBVAPhex:\n",
    "                                hasBVAPhex.append(t)\n",
    "                            #print(\"found a black hex for bg\",t,\"in county\",c)\n",
    "                            isBBhex = True  #so we don't try smaller radii"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "id": "793e5797-df54-4876-a660-61969703de54",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "continuing the counterfactual MMA - now display\n",
      "working on county 0\n",
      "working on county 20\n",
      "working on county 40\n",
      "working on county 60\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"continuing the counterfactual MMA - now display\") #this is for map1\n",
    "MMA = BBcountiesGeom\n",
    "for geo in BVAPhexPoly:\n",
    "    MMA = MMA.union(geo)\n",
    "fillPlotColor(MMA.intersection(stateGeom),[1.,0.8,1.])\n",
    "\n",
    "for c in range(nCounties):\n",
    "    if c%20 == 0:\n",
    "        print(\"working on county\",c)    \n",
    "    if countyPctBlack[c] > 0.5:\n",
    "        fillPlotColor(countyGeom[c], [1.-countyPctBlack[c]]*3)\n",
    "        plotPolyColor(countyGeom[c],\"black\",LW=0.2)\n",
    "    else:\n",
    "        plotPolyColor(countyGeom[c],\"red\",LW=0.1)\n",
    "        for t in altCountyTractList[c]:\n",
    "            if tractVAP[t] > 5:  #skip lowPop tracts\n",
    "                if tractBVAP[t] > 0.5* tractVAP[t]:\n",
    "                    fillPlotColor(altTractGeom[t],[1. - tractBVAP[t]/tractVAP[t]]*3 )\n",
    "\n",
    "\n",
    "plotPolyColor(DuchinDistricts[6],\"green\",LW=1.5)\n",
    "plotPolyColor(DuchinDistricts[1],\"blue\",LW=1.5)\n",
    "i=0\n",
    "#nJeff=0\n",
    "#for geo in MMA.geoms:\n",
    "#    if geo.centroid.y < 34:\n",
    "#        if i == 10:\n",
    "#            JeffGeo = geo\n",
    "#        i +=1\n",
    "#for geo in BVAPhexPoly:\n",
    "#    if countyGeom[36].contains(geo.centroid) :\n",
    "#        if geo.intersects(JeffGeo.exterior) and geo.area > 0.15 and nJeff%5 == 3:\n",
    "#            plotPolyColor(geo,\"black\",LW=0.5)\n",
    "#        nJeff +=1\n",
    "dotPlot()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "d30e560e-43ff-4e3e-b2a4-e969f457698c",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "prep to repeat with displaced pop.  Reassign displaced Bham tracts to new counties\n",
      "and now, a failure to meet Gingles 1\n"
     ]
    }
   ],
   "source": [
    "print(\"prep to repeat with displaced pop.  Reassign displaced Bham tracts to new counties\")\n",
    "altCountyTractList = [countyTractList[c].copy() for c in range(nCounties)]\n",
    "altTractCP, altTractGeom = tractCP.copy(), tractGeom.copy()\n",
    "\n",
    "xMove = [0.15, -0.02]  #xshift for Bham or Mobile - this is the mapA case (meets Gingles 1)\n",
    "yMove = [-0.5, 0.35]\n",
    "print(\"and now, a failure to meet Gingles 1\")\n",
    "#xMove = [0.3, -0.21]  #xshift for Bham or Mobile  comment out these two lines if doing map1\n",
    "#yMove = [0.5, -0.3]\n",
    "\n",
    "\n",
    "yMax = [34, 30.8]\n",
    "moveCs = [36,48]\n",
    "for t in BhamMoveList:  #skip Mobile as it stays in same county\n",
    "    altCountyTractList[countyNo[t]].remove(t)\n",
    "    altTractCP[t] =   translate(tractCP[t], xoff = xMove[0], yoff = yMove[0])\n",
    "    altTractGeom[t] = translate(tractGeom[t], xoff = xMove[0], yoff = yMove[0])\n",
    "    for c in range(nCounties):\n",
    "        if countyGeom[c].contains(altTractCP[t]) :\n",
    "            altCountyTractList[c].append(t)\n",
    "            break\n",
    "for t in MobileMoveList:  \n",
    "    #altCountyTractList[moveCs[0]].remove(t)  #not needed for Mobile, we keep in same county\n",
    "    altTractCP[t] =   translate(tractCP[t], xoff = xMove[1], yoff = yMove[1])\n",
    "    altTractGeom[t] = translate(tractGeom[t], xoff = xMove[1], yoff = yMove[1])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "id": "65edd8ad-128a-454d-bec5-e52c45271c65",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Now, repeat above, but with Bham and Mobile inPoly populations moved\n",
      "for all bg's in counties in Black Belt or in counties within 999.0 of the BlackBelt\n",
      "working on neighbor county 0\n",
      "working on neighbor county 10\n",
      "working on neighbor county 15\n",
      "working on neighbor county 20\n",
      "working on neighbor county 25\n",
      "working on neighbor county 30\n",
      "working on neighbor county 35\n",
      "working on neighbor county 40\n",
      "working on neighbor county 55\n",
      "working on neighbor county 60\n",
      "working on true Black Belt county 5\n",
      "working on true Black Belt county 23\n",
      "working on true Black Belt county 31\n",
      "working on true Black Belt county 32\n",
      "working on true Black Belt county 42\n",
      "working on true Black Belt county 43\n",
      "working on true Black Belt county 45\n",
      "working on true Black Belt county 50\n",
      "working on true Black Belt county 52\n",
      "working on true Black Belt county 59\n",
      "working on true Black Belt county 65\n"
     ]
    }
   ],
   "source": [
    "print(\"Now, repeat above, but with Bham and Mobile inPoly populations moved\")\n",
    "maxDIST = 999. #1.0\n",
    "print(\"for all bg's in counties in Black Belt or in counties within\",maxDIST,\"of the BlackBelt\")\n",
    "BBneighborCounties = list()\n",
    "BBcountiesGeom = countyGeom[blackBeltCountyList[0]]\n",
    "for c in blackBeltCountyList:\n",
    "    BBcountiesGeom = BBcountiesGeom.union(countyGeom[c])\n",
    "MMDtotalGeoms = [BBcountiesGeom]\n",
    "for c in range(nCounties):\n",
    "    if c not in blackBeltCountyList and countyGeom[c].distance(BBcountiesGeom) < maxDIST: #countyGeom[c].intersects(BBcountiesGeom):\n",
    "        BBneighborCounties.append(c)\n",
    "hasBVAPhex = list()  #list of nonBB bg's that can support a Black-majority hexagon\n",
    "BVAPhexRadius, BVAPhexAngle = list(),list()  #the max hex radius that such a nonBB bg supports a BMH\n",
    "BVAPhexPoly = list() #the polygons that extend the MMA beyond the original BlackBelt\n",
    "for c in BBneighborCounties+blackBeltCountyList:\n",
    "    if c in blackBeltCountyList :\n",
    "        print(\"working on true Black Belt county\",c)\n",
    "    elif c%5==0:\n",
    "        print(\"working on neighbor county\",c)\n",
    "    countyRadius = (countyGeom[c].area/3.6 )**0.5  #3.6 is between pi and four (circle and square)\n",
    "    Rtry = [1.5, 1.0, 0.7, 0.5, 0.3, 0.2, 0.14, 0.1, 0.05]\n",
    "    Rlist = [Rtry[i]* countyRadius for i in range(len(Rtry)) ]\n",
    "    for t in altCountyTractList[c]:\n",
    "        isBBhex, CP, maxR = False, altTractCP[t], 0.\n",
    "        angleShift = [0., pi /18., 2./18.*pi]\n",
    "        for R in Rlist:\n",
    "            if not isBBhex:\n",
    "                for aS in angleShift:  #allow multiple hexpoly orientations per radius, but only take largest radius           \n",
    "                    hexPts = [ Point(CP.x + R * math.cos(aS+ n*pi / 3.), CP.y + R * math.sin(aS+n*pi / 3.) ) for n in range(6)]\n",
    "                    hexPoly = Polygon( [hexPts[0], hexPts[1], hexPts[2], hexPts[3], hexPts[4], hexPts[5] ] )\n",
    "                    hexBVAP, hexVAP = 0., 0.\n",
    "                    if not BBcountiesGeom.contains(hexPoly): #skip if the entire hex already in the whole-county Black Belt\n",
    "                        for c in range(nCounties):\n",
    "                            if hexPoly.intersects(countyGeom[c]):\n",
    "                                for tt in altCountyTractList[c]:\n",
    "                                    if hexPoly.contains(altTractCP[tt]):\n",
    "                                        hexBVAP += tractBVAP[tt]\n",
    "                                        hexVAP += tractVAP[tt]\n",
    "                        if hexBVAP > 0.5*hexVAP : #and not isBBhex:\n",
    "                            BVAPhexRadius.append(R)\n",
    "                            BVAPhexAngle.append(aS)\n",
    "                            BVAPhexPoly.append(hexPoly)\n",
    "                            if t not in hasBVAPhex:\n",
    "                                hasBVAPhex.append(t)\n",
    "                            #print(\"found a black hex for bg\",t,\"in county\",c)\n",
    "                            isBBhex = True  #so we don't try smaller radii"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "id": "43774d85-b412-4195-aaa6-b1eab8f024c4",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "continuing the counterfactual MMA for map3 - now display\n",
      "working on county 0\n",
      "working on county 20\n",
      "working on county 40\n",
      "working on county 60\n"
     ]
    },
    {
     "data": {
      "image/png": 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LX0STrzNnYP78gfc3AmlisWJlTc4afKqPZ599lv379/PT3/wUi8+C4hNXcR0dXdcxG83kpuUyZ8Ycxk8bj9rdS1hcLJbjx+Hdd0WNELcHLlsFcbL5XVThcIgKvTfdNPSxEhJE0KlEIhnVSPERSdragi9ZPhrQNHj9dVHk7FOfGpK1Ye3atRw4cIBjx45x+vTpPvfbX7qf13e9TkJCAjk5OVxjtTK1u9m+qAgKi+AkYNdp/POznK47wsxvfAXjmKRBzy+qyMkR6dQrV46+Wh9uN7zyCtxyy0jPRCKRRBFSfESSc+egoGCkZxE+nn5aFILqqwplCKiqytq1azl27FhQ+7e0tNDS0sKyQJ9nE5w6dYptp7dhjDey+0wb9v/+H5avWCB6oYz2IMXiYpEx9frrwu0QiXiMcKPrwiLl8QjhMdpEk0QiiShSfESaC6URVnk5uFyismqYmDFjBt/5zncAiPXGUn+0XlQFBYwGI4qqoOfpePBgNpvRdZ2co0d7D6RAQ1sDNY01KIrC0lnLmXv1ZTDGDBs3igvgnDmQEaCWyGjBZhOi72c/E92EL7mk7ywqfwM2f7yR/ztYWChiZCLNjh3CNXLppRAXXPG5kJBxHxLJqEeKj0hy8qQItIuPF63Qk5JEM7fRKEgyM8Nea0JRFCZPnty5npeVJ0q2x9CVunp+37lA/v5kmDB7AnqMjqZqTLlkCrYsm0gk93eB3bYNdu0S3WHnzx/cnbjDIcSMySQu7FlZMG1a7/2amsS5zGZhKQrnXf8Pfwg+H/zxj/DVr4Z27Pr1kRUfR4/CqVOism4YuxT3Ij5eWBUlEsmoRYqPSDJunKjG2NICNTVCjPibY/nvTAcSIiPdRlzXxfLWW9BhpYgYHUGpgyG1IJXUgtS+d1jQ0WSlsVFchEEEqaakCDEy0Ge8b59IFb3qqq59X3utp/ioq4MtW0QG0KWXir/1unViPVwX47//XbhgInlxD5XKSti9W6ReX331SM9GIpGMAqT4iCQGg7jTTh6BmuDh5K234KGHoqPK5lBTl5OTe5ajb2gQAsFgEIuuiyBhu11YGA4eFHfzU6bAmjU9x5o0SbhAVq6EigrRPfi667pej40VqaV79ogg3XHjhjZ3gOnTRcrqZZcNfayh0tYmsljGjAlLHJBEIrl4iIKryQVKXR2k9nMnPpowGKJDeED4rUApKb1FRVOTECHvvSeKmc2cGfjYggJh1XjvPeFS66uGRVaWCL4Mh/iYM0cInfHjQztu927xvsKBzycEqdksRMdIWOaysoTFJTt7+M8tkUiGTJRcUS5AGhth4sSRnoVkMCQlweIgq5MmJAxshTh0aOiBlz6fEIHbtg0u6DctDX7zGxF/4vWKi/dgmtVt3Sq+26tWjWzbgJIS4cqU4kMiGZVI8SGRRBpdh2XL4P33Q7vg//znwtLh74zc3CzGuvPO0OeQlwc//nFXSfr16+Hb34Zf/zr4MV59VViBFi4M/fzhZMcOEXA60uX1JRLJoJHiQyIZDpKThYjYsmVgq4o/fiSQS2godL9YFxYGn4Xjj3tZuVJYekaKzZuF1WXyZBFwe/Kk+ExlDRGJZNQhxUek8ATZLE1y8bB8uXAVvPaaSNeNi4OpU0X68Nmzwqrh9YoL/BVXiCVS5OeLi3dFhaig2p1Dh4RlQdNEptbMmXD99ZGbSzA8/TTk5vYM6M3Ph9LS0ONfJBLJiCPFR6QYSX+4JHo4e1bUSPGTkdGVjtrWJlJ409K66pE4HGC1Ds/cli2Dv/5V1M1oahIWBa9XpMwOpfNsuCkpEQLt9tt7bjeZxHwlEsmoQ4qPSDCcFxBJdHP8eN8X8rg4UYSsO8P5vTGbRaVUrxfuvnv4zhsqJ07I3jASyQWGdJZGgspKWfpZ0kU0VrTVNHjpJWGJWb58pGfTP6rad2l8VRXvRSKRjCqk+IgEui6D4CSCaBQeAC++KKq1FhaO9Ez6Z98+4XLpq85Mfr5wy0gkklGFvEJKJJFkqBVZI0ViougzFM3s3y+yW/pLLTYaRQ0UiUQyqpDiQyKJFCdOhKeqabh5+unIdJsNF5oG//ynyAy69NKRno1EIokAUnxIJJHi7NnodGtcf72wKEQrtbXCKuPPABoIg0FaPySSUYbMdpEMTLS6DiSDIyZGpKlGGy0togdOe3vvtNr+8Nf7mDAhcnOTSCRhRYqPcNPcLPzpFxLRGjQpuXB48UXRpG/NmtBjUaTlQyIZdUjxEW5qa0W30wsJafmQRJL162HatOh0UUkkkoggxUe4qamBhgZRNTIxUSw2m7QeSCTn09QEGzeKSqupqUMby2AQxdL6SsmVSCRRhfyXGm5SUkQ57eZmqK+HM2fA6RTWg2AFyPn7dT+2uxVCUUKzSgT6cfb5xDgGg4gFsFq7lthYIZyiyfKxb9/A+3g8kYlpUFVRFdRsFq4B/3OzWZzP/2gyic9ZFr/qmz17hEi/4YbwjDdunPi3dqFZHSWSCxQpPsKN0QhJSWIZDezcKQL1EhNFWfj2dvFot0NdnXiuacI03hfdxVIgoRJOq8/kySPTd0TXhVBzu4WYdLvB5RKPLS1C8PgXr7crBqGvz03XxWK1wtKlw/c+RhpNg1dfFX/HWbPCN66sdCqRjCqk+LjY0XVh9TAYRO2HaK7/AP2LoEiiKEJYGo3CGhQuNm+GJ5+Ej340fGNGKyUlonDYmjXRmW0jkUiGDVnnI5xo2uiL7fD5hPCQjAzLlomW9i+/PNIziSybNolg7Ouui5zwMBqF5UkikUQ90vIRTioqxIVkNOH1SvExnBw8KL4nbW3CgmI2i+0nTgjxeqH0BNJ1+N//haIi8XzGjL6bw4WL/Hw4fVpmzUgkowApPsKJyyWCNkcTfrfLaOBC8OmfOiUqjJ7P0qXwzDNw222jz3rWncceEyLA6xWxOUVFw3duGfchkYwapPi42BlNlg+fb/SmUtbUwJtvwsSJgV+3WODaa+H55+Hmm4d3buFk3LiRCQj2M5qFm0RyEXGB2Hglg2Y0mfo9ntEpPurqhEXgox+FhQv73s9mg9WrhQCJdHrzhXqRltYPiWRUMAp/yaOYaKqHEQqj5UIUqfodkebMGWHVCOZzTkiAK68ULpgbb4zc+21oCD5zaKB5+0WhokBr69DnNhTy8+HkyeF190gkkpCR4iOcjJaL+GjF7R6d4qOmRtRPmTYtuP1jY4Xr5cUX4bLLIDk59HM2NsKHH4qAVq+39+eWlhaZdvUjlQrtxy+CJBJJVCPFR7hobY3+GhmjndFo+XjpJZg5U8RChILBIATIG2/ApEkwfnzwx27aJKxwa9eGdk6JRCIZJqT4CBfV1bK0c6QZTeLD6YRXXhGWi6H0LVmzBj74QPRBGagiqL+I19Klosy/RCKRRCmjJNJwlCDNvZFltASc6rpwmcyZM/SGaQBLlgj3ycaNgV/3+UTJ8vp6UcTrYhceGRniZkAikUQto+CXXCLpwOsVvVCilQMHRGxHVZUQHhMmhG/sqVOhvFyImuuu68pQOnBAWDyuuip6rEIej4j9MBhEj6BwNY8LlsREEWczZszwnlcikQSNFB+S0UO0tkw/dEgEd65aJbJVYmL6rucxFHJzIT1dZMIsXw47dsCUKSKTJlrQdXjnHfFZqOrIB6BKJJKoJAp/ySWSPoimPjTvvy/cIS4XHDsGn/pU12v5+ZE7r8Ui4kCefRY+8YnInWewXH5513Ndl71WJBJJQKT4CAejtb7HaEPTokN8PPusKAj22mvibx+oXHqk8Plg3bqRER46EEpYk6JAXp4oKT/cwdgxMeBwRLebTiK5iJEBp+Ggulr6l4eDaKnGunChiLNYs0a4PIZTEL3zzvCKHYBq4CCwB6gJ8dgZM4RbarjJzRUxMhKJJCoJyfLx8MMP8/DDD1NSUgLA1KlT+dGPfsSaNWt67fvZz36Wv/zlL/z3f/83X/va18Ix1+ilvh4OH+5a91tCFKWnVeT8bJjzLSatrcKUn54emXmOdjQtOjKKtm8XnVPPnBmZDqoWS+TP0Qp6q47dYsd01sS+M/vYfWY3n7v8cxAH2EIYa8UKEfsxnD1fouF7IpFI+iQk8ZGbm8svf/lLCjt+cB9//HGuv/569uzZw9SpUzv3e/HFF9m2bRvZ2dnhnW20YrGIeg5D5cQJaGmR4qM/RtrysX+/qLlx003Df25Ni3xGSwO0n27n3LlzbNi7gasWXUVGfAbJscncOO9G8YsRauPmxETxb0RaCCUSSQch/ZJfe+21rF27lqKiIoqKinjwwQeJi4tj69atnftUVFTwpS99iaeeegpTtKT+jRYSE4WJev16EVcg6clIx9a88IKIJbjxxpE5f6SLrOmwbf02/vLKX/jb639j2rhp5CTlYDKYmJg5kTGJY8AEeAcx9tKlsG1buGfcP4oim8xJJFHKoANOfT4fzzzzDHa7nUWLFgGgaRp333033/rWt3pYQvrD5XLhcrk611taWgY7pdFPRoao4QDDl6Lo8wk3gtksgihTU0W66EgKx7IyOH5c9DSZPbtru66PnDn96adh3rzw1u4IlWHobTM5azIfHPqAr9/2dVLiUqhsrOR41XHiYuKYkTcDs8MMdsA8iMHnzoUtW2Dx4nBPOzD5+XD2bOil7SUSScQJWXwcOHCARYsW4XQ6iYuL44UXXmDKlCkA/OpXv8JoNPKVr3wl6PEeeughHnjggVCnceEzXHf5BgNMniwyA1pbobRUPHqDvL11u4VwGYju8S9+AXH+utst6mOcPi3iA6qq4J//FLU9UlOhogKmTw/t/Q2VgwfFMm3ayAoPECXbz4/3OHJE9H7pLsqcThFsmZ0tBGWwKJAwJYEvp30ZU7uJMzVneGnbSzhdTiprK2lsa+TXn/g1WeOzBjf/7GzhtnI6hQUp0phMMtVXIolSQhYfxcXF7N27l6amJp577jnuueceNm3ahMPh4He/+x27d+9GCeHu9Hvf+x733Xdf53pLSwtjx44NdVojh8sV3MU3WlEUiI8XS0bGyM5F10XhrNWrxXpODtx5J7z88vAGK/ppaRHzuffe6AhgfP55MReAujpRa6SwUGy/+WbYvVtU9rTZxIX+scfgS18Kbe4pYEoxQR1Un6ymxd6C1+dl5cyVnK46TVJcEsQP4T0kJAhBMBziQyKRRC2Krg/tFvvyyy+noKCAyZMnc99996F2Cwj0+XyoqsrYsWM7M2QGoqWlhcTERJqbm0lISBjK1IaH06eFeTfc6ZbDlR3w7rvhCZaNJMeOCfO5rovPJFKprd0tMf/6l7C0fP7zosX9SLN1qwi2nT9fuKX274errxav1dR0VTvt3v22rk4c5/OFnp7rBQ5DeXU5b+9+m5KaEh648wFIAAoJrd5Hd954o7dY78+d5t+elgaZmeIxmKDj06dFNlJJiaiJEg3iUSK5wAnl+j3kImO6ruNyubj77ru5vHt1Q+DKK6/k7rvv5uMf//hQTxO9RKrw1UgHV0YTxcViqawU8SkdMUZh4/RpEWPiF5IWiyiK9ZGPhPc8g2XjRmEpmD8fjh4VosgvPEBYrLqv+0lLg2uugbffDv2cRiAfcj253LvqXl7a9hJn6s4wfvr4LuHh9QpX2SuviHO5XMJl52+mpyiiyd306V1l8U2m0EW11yuEVGWlcIFpmhAwy5f3HRuVnCzOY7eL43JyQv8MJBJJxAhJfNx///2sWbOGsWPH0trayr///W82btzIunXrSE1NJfW8Dp4mk4nMzEyKi4vDOmlJGBlNIic7G/buFfEMublDG2vHDmhshNpaYTG46iqR6pyZKVxQ0YLDIcRGZqa40G7dCt//fmhjDDaIOxEoAkVTuGHiDegmvWeg6UsviXlde23fsSXV1fDee11ZJ42Noc/DaBTnycwU6+fOCcHj8QiB05/lLjZWiA+JRBJVhCQ+qqurufvuu6mqqiIxMZEZM2awbt06Vvt99JLwoeu97+oCBWz6n5+fhukP8DQaxWIyCXO1/xj/4g/uHC2sXSsuZh5PTxdDMPh84k7Yn01z1109S3BHohncULFaxTw1TVzsly0LfYy5c4W7Iy9PdMcNhXiE5aG9HWXzhyJY1O/CSUoSRfH6Y8yY8Nf2qKoS6c5paeEdVyKRDBshiY/HHnsspMGDjfOQBMBggEsvHVpRLV0XFw6PRyxeb5co8QuZ0fY38r+fo0dDFx/PPgtjxwoT/F13iW2jpffHm28KF8pgUm3z88Xy2msQFycymlJTgxci770n3BzFxcJy4RfFI5UW39AAM2eOzLklEklYkI3lhkIkXRaqKi60Q8mkURRxservgpWYOPjxR4KWFhF8mpcngmXPJz5e1OMIhMk0fDUmws2SJcLyccstgx9j+nThBpkzR8SRBCM+1q8Xbo7bbxcWtOGumfH6673Ti0+eDM1al5goqtImJYVzZhKJZAhI8TEUqqoga5A1DwbCYgm+hsZQ8HpFEF9KiliiPQUyJQX6C2AOFIDo8wlLUmtr5OYVST74QFgchurezMsTCwhhWlfXv+ti927x6LcSDRdvvtkVoJqQIKqjdidUN2FGhojnkeJDIokapPgYCu3tIggyEpjNInsgLi4y4/tZtUqkajY0iNbnHk9vi47d3lV5Ndqx2USarL8/zubNQmBdeqlYRhPNzfDWW6IxW7hrsKxdC48+KlxXmiZE5/Ll4jW/gGtthRtuGNp56oAGwAVkAcGEaZhM0Z/+LZFIhoQUH9GKX3xEGqNRCKj+RNRwlXoPB4sW9UzFPX4cvvCF3vtVVAh3gsUi4j4sFiFcYmLEMtIN7I4fF2Lw1lsjd45Pf1o8+nzw+98LS57fEhKOIGQvUA74OtZLAQOQPMBxFRXwzjviuaIIt8ncuUOfj0QiiRqk+IhWLJbhER8XOpMn98wE2r1bxD1kZYly6e3twr3V3Cy2O53ic/dbfzRNWE5yc4entHtbG2zaJNwja9ZE/nwA9fXic7jkEhFUGi68dAqPE+UnyBuTh6XEAhagv6rvd9/dcz0c4tdkGh43pkQiCQopPqIVi0VcECRDw2oVaaYWixAS06f3bFaXPNBteAenT4vgx+xscZEeKu3tcOCACIQ0GIT1AYTQWbt2eCtyZmQMPbMqEDFALGCHdTvWcffqu7GYLDASpWXy8sTfsLBwBE4ukUjOR4qPaCU+XhTAkgyeQ4fEBf6mm7qqbg6WCRPEUloqREhGxsCugOZm2Lmz5za3WwiNhATRrC4lZWjzCge6LuY6UM2OwZAPnIEv3/hlsR5L/1aP7jidIqMpHBZAf40biUQSFUjxMVgCdRgNJ7GxogCWJDROneqqXVJV1RXXEC78NTMqKoRFJS2t79TenTtF4GS09xVRFPFd66/HymCxApMADyLeI9hfnIMHRcfeuXNDr+fSF9H+d5BILiKk+BgsFRXh+1EMhNks7pIlwbN5szCt33NP5M+VkyOWc+eEJSQ1FRYs6L3faLngrVkDr74qSqWHGxUR5xEs69cLd1S4g239xfVGy99EIrmAkeJjsOh6ZDMi5A9k6LjdwyM8upOZKWI0nn5aFEDzfycURaQv+4Mlq6rgox8d3rkFS1WV6JkTLWJXUeDmm8M/bl6eKK3vr3UikUhGDCk+Bov0H0cXhw6N7MXz9tv7fz1a05W3bRPZQMOVWTOS+Av3SSSSEWeEixlIJGHg3Dlx5z4CF1Cn18nJhpN4fJ7+d8zMFDEi0YC/aeEbbwjX0fkVRMNAU10TeqsuiozVItJuowF50yCRRAXS8iEZ/Rw6FPES4DX2Gp4/8jwvHH2BeHM8S8Yu4fZpt7PmqTXsr95PjDGGn6/8Od9Y/I3AA0ydKkqkb9kycv1lmpthzx5RsXb5cpFRFQ40hMjwAHZwq272bt/LiqIV4PceNgEFyNsdiUQCSPExOOTdU3ShaREdXtd1Vvx9BUfrjnZue+7Ic9z31n2d606vk2++/U1mZs7k8gmXBx5o6dLhdb+UlIh0bX82zqZNop5HbW34hIcPtDMaanOXqmhta6U4oxile9xSC3AGIUBGkrS0gXvaSCSSiCPFx2Coq+vqHXIxkJEx8EUzPR1mzBie+XRn3z7RNGyoTdf6wOPzcM+L93QKj8/M/gzrz6znVOMpACwGCz7dh1cTfoXV/1jNhns2cOm4SyMyn6B5+21RxTU7G95/Xwgfm03UF0lICNtpTm87zYYtG5iUM4nZ42bj8Xh4dsuzJMUncfui8+JgokGzJyeLrrhSfEgkI4oUH4OhufniqpQYTFnxkQqorKvr0bul1l5Li6sFgMSYRNJsg7/I/Pvgv/nIcx/pse2Rax8B4K+7/0qTs4mPzfwYf939V77/7vc797nnxXso/VrpoM8bFjIyujI72tuFGKmu7vl38lvw/BaKlBSYNSv4c+iwa9cuzjWco6alhidffZJxGeNo9bZyJuYM8wrmMSFjQtf+mUN/WxKJ5MJAio9oxjNAEOPFysGDohOvrovOqx1c8Y8rePv02z12ffdj77Jy/MqQT+H1eXsJj+8s+U7n80/N/lTn8/uX3c/U9Knc8PQNgHDTjDgzZwpL1ObNQogEUxJ+2zYRExKsAFHgqiuuwvWqi/rWemIsMVQ1V3HFgisobSmlsb0RTIgy6wmI6qYSiUSCFB+DY7guLv5maJKe1NT0armu63ov4QEiUDQQbp+b90rfY3/1fkqbSpmSPoW52XN59fir/GTTT3rt/48b/8Fd0/sOam1yNnU+/68r/ivwTm+8Mbw1JhRFBJa+8UZw4mPBAjh2DHbs6Ltq63nE58bz0ZUfxe1283+b/o/9Z/eTNyaPtXPXghmYSmhBpn//e0Syb3oQEyMqulqtkT2PRCLpEyk+JNHPli2inL2fAD1vfrrppwEPbXW38uzhZ7m26FpONJxgY8lGxiWN47OvfpbK1soBT21QDHh/NHCeaElTSedzVQlwtf3gAxHkOXXqgGOFnVAK1hUXw1tvBb9/LJAA5mYz9664lz+99ifaHR0NEVMYWHhUVwtLFsDhw/Cxj0FiYvDnHww5OaIM/8XkOpVIogwpPi5yfrrpp/z6g19jVI2YDWYsRgsWg6XHc4uxY/38593Xy6qwbPqg89h4Szw3TrqRVNsgG7rt2CEqhoIoDDVADY9A1gqAT7/Sd2+XFGsKK/JXsK96H6cbT/d6/e/X/517Lhm4Yuqjux7lp+8J8fPZOZ/l5snnVef0eEQ68Gc+M+BYYcPpFC4XVQ29jXyolr0C8Bz1sHXnVnyKj2n50yAeyO5jf7dbNIwzmcTn8pWviO2rVoV23sGiKDJjTSIZYaT4CBWPB4wXzsf27OFnsXvs4RmsvOfqp1/5NH9e+2d0dHRdZ/HYxczKGiCeoLlZxB44HHD99QC4vC5qmss4UneEVlcrBSkF+DQfT+x7gq8s+Ar5Sfk9hpiUNqlHWmxfHPrCITLjRBSkw+PgYM1BYs2xTE6b3DNNtA/2V+/n2cPP8rP3fgYI4fHw1Q/3PtbpHP5MoOpqcZGfPVtkvYSCwSACU3UdLu8jbbg7CpiKTcyInUH2tGxs022iiVygj/DAAThzRrifLrlk+ASHRCKJKi6cq+hwUV4OubkjPYsh8fTBp/n2O9/G7rbT6GwE4M9r/8yy/GW4vC5cPhcurwu3zx3wucvXsR7gucvn4u97/955ri+83pWJkhyTTN236wK7Jfx88AFceSUYDDyx7wnuebF/y4PD6+BjMz/WY9vmj28m1ZpKXXsdabY0mpxNfFj+IScbTvL4vse5d+a9fGHeFzCohs5jrCYr83KCi3PQdZ2H3n+oR4aL2WDmj2v/GFi0uFyhWx+GwlNPiYqq/tiGUPELjg8+6Jkdoyjg9QrxHcBykNyx8F5Z18bcXCgq6lqvqYHrrgt9TuFGVUV9mEj2Z5JIJH0ixUeoeL2jPhD0nwf/ydnms53rNqONa4quYWzi2LCM/9srfst33vkOde11KIqCV/Py8rGXaXQ24tN8qIZ+fvC9Xj6o2MrRuqP8eeefBzzXo7sf5dHdj/bYVtpUSpotjfRYUYsl2ZrM2olrAfjKgq8M/o11cO2/ruW1E68Bos7HTZNv4gfLf4BR7eOf03CLj+RkWLRI1PXoDw1o7XiMQ2SmdGfJkqHPZf36nuIjWsjPh9LSyHamlkgkfSLFR6hcAN1m/amgP730p9wx7Q7GxI0hwRK+wlPJ1mT+cu1fOtebnE0k/ypZnDtApSl/ga4T9Sf46Nnvs3vPwT7HVlB446432FG5g7/u/isNjoZOqwzANUXXMC1jWtjeS3d0Xee+N+/rFB6fnPVJ/nrdXwc+MD4eXnlFpAWnp0c+0HHePHjnHZgypfe5WoGziFLoGl2FvxQgHxhkiE6fHDrUc90eJhffUDEaB2cVkkgkYUGKj1GMpmvUt9djM9mwmqz9uzMCkB2fzcTUiRGaXRdKN+e/X/i8cuwV6h31TEiewDVPXY3T58KjBa5r8pvVvyHOHEdVaxXzcuZxZeGVXFl4JT9Y/oMe++m6HlSsRij8Y98/+PHGHxNrjuVgTZcoWj1hdXDCA0RF0c9+Vlx4X35ZZFoYjaJA2kDdcAdDerpwbTzxRE/x0Q4c7+MYHShD1OQIVz2O6moRcxLp1NnBMsotmBLJaEaKj1A5dkyYa0PBf0HsXlHS/9zt7jLJ67p4zWAQ7b+PHRMmdL+vXdM6C4/pPh9Ld3+RD1u67iytRis2k41Ycyw2kw2LwdIZ7KnpWudS1tLNJz8MdBdFzx5+lnfPvMvf9v4t4L4rx63kawu/xtbyrcwcM5MleUvITQguxibcwmNr+VY+9uLHem2/a/pdPH7D46EN1tQEZ8+Kv/cVV4i/aSSqwuo6bNggXD3nx1a0DXCsDzgKjEekyQ6FzZvFe4xW4SGRSEYUKT5Cpbg48mZzr1dkSPjPo+viTtlkEsKkI0hu26YjPQ5zeB04vA7qHfVBnaYodXh88UbViIKCjs5HX/ho79cVIy/e8SLjk8d3ZppcVzyyQYlOr5OH3n+ox7YlY5dwx7Q7+NL8LwU/0KlT8OGHEBsrYijS0sLrutuyRbgP/Fkjb70lioXFJoELqEZYNdoQzd2CoYHBi49z52D7dhFzEu39j7KyoLJS9L+RSCTDihQfodDWBnFxgV/zIX7cmxA/+nnAAPF+fWI0ivP0dS6Ei95mstHmbmPvZ/eSFZ+F3W2n3dOO3SMeXV4XqqKiKiqKonQ+N6kmsuKzGJc0bpATDA2rycpDqx7i7dNv49E8tNVXsbvtBABXT7yaL8//MlcWXjkscwmGN0++yVVPXdVj24OXPch3l343NNfWK68Ia9VHewsuQFi1+uu1AqIK5+LFgY/fuhUmTBAl0XWg1QOVTqhKEi6WwWJHxIQM5JVYv76nFa+xUWTZBMpmOXZMZIoNhKYJS6CqisVg6LIEmkw9F7NZLCaT+DfTTZj3ydatQtwvXSr+fVVVDTwniUQSdqT4CIVz56CgW09wN0JsNCMC+brHUh5FNNIyAE5EcF9ex3qYsBgstNGG2WAmIzYjentnbN3Kd1pn8J3Mjhof6R64+uqRnVM/fP3Nr3c+v774ep666SlizSF+uKdOiVTX/rrtzp498Djvvht4u6bByVMwZSHETYRH3wbNADOvGprwAPACh4GJDCyg/WXu//pX0U8mUFn2994TtT3uGbhgG2+9JcSWpoHPJxaPRyxutxAODocoQOff7vF07dtf8TBFERaooiJ4802xzeGAiZGPe5JIJD2R4iMUdMChCMHRBPQXLK8D599UuRA/6GESIP67cJ/uC8+AkWLXLvjiF8XzmhoRaBnFdM/IeeX4K30GwuLxwNGj4oLo9Yp1r1fEduTmBlega3AThCffgYk3wgnAVghzwuwK9AKNDCw+XnpJZLQUFopsnkBxLJoWnPAAYbkYjkDQKzssbSdPRv5cEomkF1J8hEIDwfvNA2EHDtIlPuIQ6Y2DDAHwiw9N14YwqWGgsFBclDIzRW+TjIyRnlEvGh2N3PvSvbx87OUe2zVdC1y/o7JSpLOuWCHqaXR3ByxZIlwAEcJ3opS9+/cwZeIyQm2NVt9cj8VsobqxmrPVZ3F73Fw5vw+XV19fq7Nn4fhx8R6vv76zEm1YGO5U9oQEUVU30v1kJBJJD6T4CAU3Q//EvB0LCEtIPIOureCv0OnTotzy4b/L/M9/hOsKoqqs9v/u/F8+/9rne23/yvyv8Pl5nyfOfF7szenTIs7i0kuHr0utD6iFqndf56XX/82eWCtZL/2KJFsS2SnZ5KXmMTFrIttPbyc1LpW0+DTSE9KJtcT2iFN58s0nefXDV7lq4VW4fW7QYE7xHNIS03qfM76PuZw4ETmrznCLj4wMYf2Q4kMiGVak+AgFN4MPIu2Ls4gf+UEUwBw1lg8/t90mHjduFJaQadNgzJgRm05pUykFvy/o5bbKjMuk6ht9BCK+/LKIPbjllmGYYQd24CS0HdvPujdfZE+ssHdUNVZR1VjFkYojqIpKZnImdW11PVKOP7vqs0zNnUpdSx0vbH2BfdX7GD9xPPesuYe0hACCw48NGInrsWz4JpFcFEjxEQquwR+q6VrgTAkNKEHEgoR402dQDJ1jjyouvVQ8vv66KLx1660jMo1r/3Vtp/CYmDKRqydezfQx0/nErE/03HHduq44hDFjRCrrcOHxQK2Gc89WXt/wBFtjen9JkmOTsXvs1Nvre9U68buMth7fyofHPiTBlsCX1n6pf+GhIIKjR6KYr6eP+JpIIgWPRDLsSPERLI1NYBn8reCB8gPsLN2JyWCiMKOQadnTSLB2lDRvBWqBEEMhRk3AaV+sXSssCe++C/Pn95taPFQ8Pg/rTq5jS9kWpqRPwWQwcaDmQOfr+z63D6spQARFdbUIpBwhgdSydx9v/O1JdpsVmmyBIzxsFhvt3sApLo9ueJQVk1dw7dxrWTF1BQbVgM3Sj/kuBUin78yp998X8S6RYiSqjhoMXQ3zJBLJsCD/tQVLVR0kFgy8Xx9UNFVwtkE0cztVe4o3D73J2OSxTM2ZyiW5l2Att0JNx84pQBB1j/wxH6PO8tEdf02I9esjFgfi03yYf96/Xyug8HjxRRGDMELCA+DUqQoOmPoWHgBqH7UtVEVlQsYECjLE9zbe2lcQRwcxiADo84fbvl0IMBAX6bvvDm7yg2EkrBD+JnMTJgz/uSWSixQpPoLFxaCC4XRdZ9fZXews3dnrtbLGMsoay9h5eifxlnjGp49n9rjZxLvixZ3nAIaWTstHtAecBsPevSI9tbg47EN37+Dbnay4LKraqvjN6t/0fKF7umg4MzkGwayf/o7it7az+b1/8bwhsHXDZrZhUAykxKVQ21rbuf3GeTeyYvKK4E+WTm/hAUJ4RFGAcNgxGEQ6sEQiGTak+AgWN+gGnTZnGy3tLTS3NzNhzARizDEBd/c3OVMUhek505mRM4MNxzZwpu4MVc1dwYwqKjXNNZz1nOVQxSHePvg2KyatYKW+EuMEY79lrkdtzEcgvvENEYi6Y0ffFUEHicVoCbj9E7M+wc8v+3nXhr/8RZTcnj9/RANhe5AEtlnzuSwxjYpnHmRbbO9/sqerT2M1W8mIz+Cm+Tdx8txJkmKTQhMeJiB8jY0HzwXQNVoikQyMFB9B8sa7b7C+spRzjec6txkNRm5dfCtXzxXVOk9WnaS5vZndp3ZzuOww377p22QlZ3Ve/K6ceiXt7nZ++/Zv8fhEYF1qbCqltV2N6lxeF28dfIvx6eMpiClASen7x3jUx3ycz6WXijLc69eL2hmLFoVl2Oz4bJ6/7XnWnVzHX3b/pXN7fmJ+1066LqrXRtsdfgy894fPctbu5mC3cAhVUblmzjUUZRWhKApZyVnEWkSgxtTcqcGNHY+oOWNEVOMNrNEkEokk7EjxESQVVRU9hAeA1+flX5v/RVVjFQbVwPr9Pas71rXUkZWc1WObzWxj1aRVvHnoTcanjWdxwWJe2/saFY0VPfZ7ZMMj3LnoTmaNndWn+8UvPvQLKVq/uFgszz0nSmgnhOd2/MbJN7KtYlvn+pdiV/LppgldLhZFCa7ceSD8fX3agDGILBEjYcsWsVtj2NxtrPEZ47lpyU0U5ReFXko9CxHYrBDWUv9h49ixkRGAY8aIGjSZmcN/bonkIkSKj2DQdYqyi9jYELgx1saDGwNu9/q8AbcvKlhErCWWSZmTMBvNfHblZ/npSz9F1/Ue8RvlDeXMKpklKqEGwt3xWElXX5lkht4OPRpYsEAUJbvxRtGPw9/Rd5CcajjFrz74Vef61rimnhe58/WbD1EMzm8N8Ddb646b3n19/EHD6R3HJkDIZUjPw2Y0YjKZ0DSNu2+/mzkz5mBOMgsB0Qacoeu7cD4qQrwmdcwl1H/xmja8rhDfCFnx4uOl+JBIhhEpPoKhrp6l86/n9arjlNcH0ZkTWFi8kFkTZvX5+ozcGZ3PrWYrP77hxxhUA16fF7vLjtvrJiUuRVwAm/oYxP87be+2TwsiWHW0m9Bzc+HOO+HIEdH868gR+PSnQxujm6BY/Y+eDd5+vPKnosZKG129elRE7IOTriq0YxFp0M4Q5++P+zQixGMqQgAMghUrV7Js1SpcgNV6npKJA6YAZUB9xzYzXYIjjt5BpEeOBJcu6/UKMTCc5fDNg6i2J5FIRh1SfARDbRNqYiFzC+cGLT7mFswN6RQxJhG4ajKYsJpDu1Xu4XbxFy0rYmSKRIUTmw3mzBHPJ3RzkVRViY6xa9eKfc5HB71Z58MdH7Kudh0/O/GzzpfyrfmcWHkCU5sJ9gQ45/mF5MqG+B784rEVmEr/beoPH4b2dpjb8d3ZskX0HcnJQbVa+zagGIBxCIuXEWFp6e9vX1kZfbEtfgrD3CBPIpFEJVJ8BEPHBemyGZfx+q7XcXv7snF30WRviuyc+qMNYf7vK2FDQ1wMfYg7+jQGVd59WMnOFosfrxf+9jf4zGd67lcPWp2G4d+BXTRbl2zFpI5AISsfcBphSTERWIRomkhrfestsT57NqT1U4n0fKIhW2UouN0jU2TMT2ysqLgb21eFNYlEEi6k+AgGF2CClLgUHvjIA/zsPz+j3dV3pN/ErIlMy5sW8Wkp/d3eVtAz3sCDiA1oo3d8Qw2inLY/VkQn8J1zG7jL3dScq6HB3UDx8mIsMZH17+i6TnlLOWaDmTRbGgbVwJHaI3zutc9xuv4Iyn//HFVRxaKpKD6Fk/aebdKnxE3ha+O/xsfHfjxwh9rhog04ghB6hQgBYqDrs546FV55pavwWn9oCIuKC6q1apLTkzGPdpdFU1PYAowHRVYWnDolrS8SyTAgxUcwuOm8U7VZbLg8Xbb51PhUxqaNxWaxYTFZMBqM3LnsTkzG4buD03upCYSAOIO4yDUD1fTdm8bXsW81XXEk4+kqse0FaqHsWBlPb3yahrYGWtpb+AyfYcYVMwIMGB5eO/4a1/zrmh7bfn/V7/neO9/F7i8nPoARqn1NO1bDECM+w40bONzxfAxQ8gG4nMLlsnp1PwcKMbZu3Tqe+dczeJ1efJqPtOQ07vzUnSwYzp4zkaCxEZKTR+78iiL7vEgkw4QUH8HgpvNC/Pbet9E6qiFOy5vGl67+EnExXekoHp9nZO+uu+MADgy4V9fuzQ52l+7GpJg4/dZp7vjkHcJ6Ug/eMi+VZZUsnbSU7ae2U5xVTH5W/oBjDoaKlgq+uu6rPHfkuV6vfWXdVwBYOW4lv1j5C4wOI1qthlZegeZxomWORdM1rAYrcxLnBG7mF02c0+F0C3xsTVC7K4rCmjVrmJU7i+/94ntU1FdgjbEyd05oMUZRSUwMlJWJcucSieSCJkquklGMrvewGFw2/TIKMwtpaG7girlX9Np904FNPLXhKb5763cpzg1/qfBI4vV6OVB2ALNmZmnxUjiJqAvhAqfLyavbXsUYb8TtcBM7Jpb25nYS9cSwBbbqus7DOx/mu29/h1ZPGwbFwH2L7uPrC7/On3b8iUd2PUKiJZG7pt/FD1f8EOM5o3BlWIGcNtjxLkxZGp7JDBeKAs2KyFIKweOQOS2T3z34O5557RluvPlGDMZoLNoRIm73yGe7qKqIvemjX45EIgkPUnwMRFU1xHdFblbWVfKLx3/B8bLj3H7Z7fzgYz/o0ca8pLqExrZGHnz6QYpzihk3ZhxLpizBoBposjfhcDmYXzw/LFPznzeg26W/t1Rfha7rfOPhb7B02lJiLDFs3r8Zn+bDoliw2Wy4mlyYVBPjGQ9AnC2Oz1/3ebJSsrrebzJhzajZXbWbL77+RQAW5CzgkWseYWbmTAB+ftnPe5ZCh54Ftqyxoyu759geqK8W4sMaJ4JRxzNgP59OFEiYkMAnv/zJgfd9442eF/Xm5kFMeBg4e3bks3Dy8sQ8xo0b2XlIJBc4UnwMRGMbxIrCQ63trVTVV3G87DgAT7/7NBaThU9e80lSE1IBKK0RpdJb2lvYcWIHO07s4Jn3nwFERdL7b79/BN5EF+8feJ+TFSd59cNXKTlXwonyE52vFaQVUNFQQUpiCgePH+RoxVFmT5lNnDWOmxbfRHbqea12w3yz3ewSF8WC5AK2fHJL/y4THVHfxI/HA6boLW5S2VBJZUMleWl5eL1O0qpKMV96Q9cOPoSlKR3IJXCDt8FiNo/8RT0YoqG5m8kkvksSiSSiSPExEN1cLrYYGxv3bOzx8hNvPsETbz7BrImz+MVnfsH3b/8+H/nVR3pZI/zCY07hnLBNraS9JKT92xxt/PmlP5OWkEbJud7Htra3svXgVi5feDk1bTXUNNVQ01pDTXMNf3z5jzS3NePz+bjj8juYmDUR1R1e07S/XkmMMWbgWA03XYXAQJjJK0vgg9ehcAYYjBCXJOIIRpgWewt/X/93XE4XJ8pPMP+SS/iCtQiO7ILJ530fahE9V0KMu3S5XDQ2NpIpK3RKJJJRgBQfA+GiswaGQTVQ01gTcLc9J/Zw50/v5Cu3fiWgG+Te1fcyd+LQggJ1Xef5c8/z2NnHeKP2jc7tJiW4zJry2nJiLbFsObSl12tmo5mc7Bw+et1HiUuOY9myZVRXVeNTfNQ21tLQ1MCK6SuYkjeF4uyOWJZBGhp0XcejeTCpph4uKz+BtvXi/ExnoxFu/iw4nVB1RlTm3PIGXPfxwU0yTNQ11/GT//sJPt1HrDWWguwCclLGcyJ3IpPPlgU2cJQCNkL6fOvq6kZ/j59IxVn4oOlwEy1NLeTNzRtyuXuJRDJ0pPgYCCdgBqfbyZNvPcnBMwf73LWxtZEH/vYAi2csps5Rh9loZl7RPA6dPcSk3EmDOn2du44NdRv4+uGvU+Gs6PV6ijeBhckLgxprUt4krl18LXtP7e28UFlMFuZPnY/b6MajCXOz3Wdnat5UvnDlF/D6vMSYYjhddZqx6WOJs3ZrNNOCcBeE4H6paq3imn9eze5zoryo2WDGbDBjMVjQdGF277d+iZ/WPrbHxMD4yeJ5Q3XwE4sA7c52vvxfX8br85Kbm0tiQiJezYvb6eZI2RGOVZ1l4pN7mX7VPZDWrQGhTsj/MnNycsI69xEhUuKpCd7d/C67T+/m55k/h4kD7J+WBrW1kJ4emflIJBIpPgbEJS6EPp+P5PhkfnTPj/jX+n+x/9T+Pg9pt7dTmFbId+/+Linxg+vyVu4oZ+z6sX2+rnpVxh4Yy4NZnwipjsV1S64jzhrH/zz7P2i6xjXLr6HN04aqqFQ0VtDqaCU3LZdVU1ehKEpnm/bJeZN7D+ZCFDMbS1DBns3OZtY8tYZ91fs6t7l9btw+N220dW4rSi3qfyA7Xb1TBonb66apvYmMhN59S/65+Z9UN1dz88KbyUvLG9T4uq7z23/9loOnDlKYX4jdYcdsNGOLtVHVUMXxyuOkxKVw1dVfhZ0b4aqPdB1sI3zxNMFc0B0IweNC1ISxItw+o7xmWSeJsGzeMqYUTum76m93kpPhxAkpPiSSCCLFR39oWmfRrVhrLDevuBmAxLhEvvDbL/TY1WgwMiV/CqWVpWzYuYGkuCS+/7Hvc6riFFaLlfSk9KALj+m63qfwmPzuZKxtXWLDkBP6Veqy2ZexfOZyTlWdIiUhhfSEdFraW/jFC78ARK2Sv276K4mWRD667KP9D1aLEB659CtAXF4XNzx9A/uq9zHGlsE796wnIzYDt8+Ny+vqFCE+3cf0jOl9D+TvXTNEnvzgSVodrXzlyq/0cPNousb2k9tpc7bhdDu5Y+kdjM8Y3+NYt9eN2WjG6XHS6mjFZrF1ijTocI+99zy7ju0iLUWUR29sbSQpPon6pnq8Xi9GxcD3UouxVZbAFbd3e38atGnQroNBE+v9Lbre/7rLJXrhHD3a9bp/8epQpeNr8OLzW50UBRQVJTkZ4+rxorievxFdd3eYqop1RekKFO0udLqfp/tx56+Lk4rthw71fi1QuXP/eULotpsOpBuAHb2thwHH1nWYOJCJRCKRDBYpPvqjvAqSsnpt9me2+IkxxxBrjmXTrk2d25ramlj++eXUNdd1bpuQM4Ebl9/Il2/9ckAhUuWs4g8lf+Chkw/12D7trWmYnYFvQ0uP7AzpLfkxGow96pA8v/15GtoaABEcu3DCQmaN67srbw/8YTD9CJBHdz/KxpKNxJvieOOj65iWMcjy8xUE32E2KR22rxeprNO7qn/quk5ZfRktjhYa2hpIjU/F4/Owbtc6xqaNZWruVMobylEVlUfeegSf3cfcornMmDCDSXmT2HR8E+VN5ZQ3lqOiclnRZSyauEhMr7aCb/7pm+w9sZdkazL5OfmMzx+PqaNniSXOwjiHiyuUeOITUsHVDrs2nDdxBepViFG7LvKq2rVAz/Xz9+n+PDYWli7tKRb8S5OCQ3Px8/UP0tTW5P9wUIDrlHiuaPkcZHih+ix85CM9L8yBxIV/3POfB0ugjJz160cmU+fkyYH3kUgkg0aKj/5odkBMb1/6Iy8/gi3Gxg1LbqCitoL9J/dT11TXa7/uwgOgIKeA3IxcDGqXteLZyme5dfetAU+fcTKD3MO5/U7xYNO5YN7JgBRmFpKdnE1hZiH56fk95hgUNXRZQAJwsEbEynxl4VeZlRWkqDmfVrqETjAUdZR+f+4R0DW8U+fR1N7EpiOb8Pq8fHz5x0mNT8Wn+fjNc79h96ndACTHJfPjO3/MMx88g1WxYlfs/PLJXzI2ayyt7a0UZRexff92phdPZ8LUCfzz7X/yn/X/IS4+jjnj53DJjEtABYvRwpiMMaQnp5OZnonD42D5pOUUnDyKsuyagFPWdI1TdacwTTAxrnDc4D6nQPjoKp2vI+J1gErlFNWKjtva03Xn1G2QOQlsRlgyT2zsLixGI/6Gijpd9VT6eisxMeBwgFVGp0okkUCKj/7oo2/I//vi/8Pr82K1iB+mdmc7r215jW//8dt9dry9ZOIl/PG7f+QPJX/gyconmZUwixnv9dEXRYOMMwMLj3CydFIYKoPWI3zqAbxLFa3C3J2XOLgYCjHIII+7+bOw+VVOPP8HHnOeJcYSy+fSZ5JbVQ1V1Thcdj5iyyRHiaWqsQqaWvjg7z/DbK8jz2LD6/ZiUmKwNrZRa68j3uniKqOZ5t3biK2vIdaocK7hHIXjZ9C8fRt33vgZJl46kXd3vyt6AbldVDdV8+nVnybWbIM9WwNOs661jkc3PUqjvZHbUm8jX88PLvNnIBoQn123r+bp6tNsO76N9fvX4/a6sZqtGA1GWh0iklczqBDfcYUebb8S/kBoEELDjYgTakEIEBB1VGxABiK1+fz3mJMjm8xJJBEkpJ+Vhx9+mIcffpiSkhIApk6dyo9+9CPWrBF9KX7yk5/w73//m7KyMsxmM3PmzOHBBx8cvQ2vXARMdzQZTT3cJlaLlbe2v9UpPHRFp3FVI+5sN8Y6IwoK3kIv8evi+zxVfG08aSVpJFUlBZft0YHX5x14p+HCCxwHiuglQMpbygHITRiCoMoETg3y2GXXMLm9jYd2rMfU2gy1NTB+BowrJg4we93ceNktbDq4iXW71nHOYMKSUkiNvYapxTM541Noa21Dt8bSZm9j5+mdrFmyhlpdx+P2YMwoQElOZ2nCGEoP72J92RF8qZk0NDbQ5mzjwU89KOJC3nsFLr0x4BQ3H9tMYVYhpfWl7N23l2nTpxEz1DolFcB5xrHm9mZe2PoCLo+L/Ix8vD4vZqMZl9fVKT58WsfVO42wF5MLG26EuPD/G3UghFbH+9V0DZ/mw2QQX0aXx4XJaMLr81LdUk1uci5KmwJJwAR6WkFkkzmJJKKEJD5yc3P55S9/SWHH3cDjjz/O9ddfz549e5g6dSpFRUX88Y9/ZMKECTgcDv77v/+bK664gpMnT5I+GiPH3QxYa+G1La/xg0d+0KP+R8uiFpwTRGCCO1cIkrecb/U5Rs6hHMacCiYMvzdmU5SlJDgJKEDOtYkrQlZc7xiaoBmqEcAWh2nF9V3r29fDOBH3crjsMI+tf4y7V9zNN2/6Jnnpebg8Ll7a/hL/ee0/qKjE2mLxuD3YDXbuuPoOjKqR+oZ68vPycTgdNDY38qLXx8TxE7k8u4hzpw9QNnEKX//YD0lOSMbj82CyWMFqCzi9G+bcgJKhwBCMQz3w0kt4aLrGB0c/4HDF4V6767pOcU4xxyqOoflNBIP7WoYPNz1jfHyIjJwmhNhQEBYMrWNfH7Q4WiipL2H32d1UNlUyPWc6Hp+H07WnaXeLAjFezUtCTAKTsyazdvpalAYFeoZySSSSCBKS+Lj22mt7rD/44IM8/PDDbN26lalTp3LnnXf2eP23v/0tjz32GPv372fVaCjvfD4DtGsHqG6oxu1xkxibSLO9mYbVDTjHd/1axtXFoSs69lRRC9xsNzN2/1hOLeq6hc841TvdM1hMKJw5KmIVdE1D1zV0TQNNR9N9+HxedE3DYLFSPGPRoM8zEC2eFtp8bbg1N542D+4WN+5cN25FZLHUt9cDkGZLG/xJgg00HQSXjL+EL1z5BV7a+RJHy49y+5LbWTN7Daunr2Z50XK+/cdv49N97D29l7VL1uJyuXA4HGRmZDImfQy7j+/mijlXMH7seBYWLyQ+Jp729jbsb/2Lsxv+yTndR0F6AenVVbDg8oBzUAxKSM3lBuT8QmzAm3vf5LmtvbsFw3nF3XSEO6K7+NYQF//gkraGhgcRn1ECHOpnv/PL7AO1rbU8u+vZzvUdJTsCHtribGHbmW3MyZ9DZlmm6Fzd3dAkm8xJLjBcXh//2VFGq8vL7XPHkho3ci0pBu3N9fl8PPPMM9jtdhYt6n1Rc7vd/OUvfyExMZGZM2f2OY7L5cLl6qph3tLSMtgphZXq1nMcrt+K03cCt+buXDy6p+fzSW7WfmstMdYYXih9gUpPZecYY/ePJa0kLaAbZfbLs3HGOomxD82svtfdwkd/dieKoqLpGoqqAgoaOlqH2VgHFis2Fl9+s0iEUFQUVUVVxGIymjCoBhQUUdZcAVVVxbr/0WAAXRf7qWrHo4KqmlivbeW7jv/C1+lQ75tUW8ftpf+i0YS4oOUysHk/wkYeW4yNU9WnKM4tZtP2Tbz0zkvUNdcRa4nF6/ViUA0sm76MpNgkTtadxGQxMW3cND517adoamsiJaFnTRebLY6Y6z9JGkrXhf3DNwOfPAZh8ejbMxcaOr1qobQ6WnllxysDHCb+xtNzpgtLQCPCwuBAxEyoHfMcXPma4PAiRMcgfwoyEzNJjUmlzdOGy+cacP8PTn7AzXNuhiOI72EawqIim8xJLjAeev0of99SAsCv1x3j9C/WoqojE0Aesvg4cOAAixYtwul0EhcXxwsvvMCUKVM6X3/11Ve54447aG9vJysri7fffpu0tL7vdh966CEeeOCBwc0+QrS6Win+QxHNnr7KaA7MrJdnDRi7MVThAaCbTDhN/d+K6rrOeoebqnP7yMrucHt00wmaW+useBrMo39B11E0jW1JO/AliAGtqhWzasakmjAr5s4KpiZMXFN4DbY2mzCbN9OzN0sLwsTvQVg4xgDdiqniQZQdDzMtjhb+ueWfWEwWrph2BdfMvob3j75PS1sL7a52VEXF6/ViNpvRNZ1WZysllSUYTUaMRiMujwtVVXsJDz+dPWr8wio+CerOwLTxPcVUCuGNrWhACLtubDi4AZc38MV46aSlKIpCvDWe+2++H3XHhh71VLw+L3VtdSTZkog5EyP+fvmEtwEeCNF0kK6A0UFgNpo5UnIEk8HEhNwJ+HQfCgrN7sDdfI+eO4rX58WIEc4i3ts4RJM5bxTFVEkkQ+RsQ09z6EgmroUsPoqLi9m7dy9NTU0899xz3HPPPWzatKlTgKxcuZK9e/dSV1fHo48+ym233ca2bdvIyAjsWvje977Hfffd17ne0tLC2LF9V/YcDg7VHqLZ04qiKcS3x6PqKoquoGodj/2su9pdxJ6KDSloNFJ4XV68Xi8pySnYUmyMyQzswFeHaFa2mETWz5fGfYk/TPtD/zuf7mO7Gyjrtt5CVxCgE3ExHcIFqS/eP/Y+Z+vOYjVZ+d+X/hejxcipMuESm5A+gfKzIlDWo3vQdA0DBtod7bQ52rhq2VXcctkt2F32HkXGeqECUzsei+bCO69Bzvi+9w8HwstFQ2sDr+1+jbrWOg6eDdwaIC4mjntX3ttnZo2u67yy7xV2le4izhLH16/4OpYGixAf4cbFkP/Oe07vweVx4fK42H9SVCI2qkamjp9Kg6uhV+yQy+uiwd7QVe22GSF2R1uWj0QyAPetLuJsQzsna9r47PIJIzqXkP95mc3mzoDTuXPnsmPHDn73u9/xyCOPABAbG0thYSGFhYUsXLiQiRMn8thjj/G9730v4HgWiwWLJbpaoZ+oF23mk1qTmH94ftDHtTS1YLKYqK2rxW1xYzaPbDCoQTUwccpEcvOGJ2XX35slPIMhWsxHmCtnXInD6WDvib2UV5aTkJpAjDkGb6uXw8cOoyoqSXFJOBwOTAYTqqqSk5FDbk4uicmJVDZUEmeN46/r/solEy5hblG35oFmhOsii64L3uZ3oCM7LKJ0GMPWH1zPxkMb+911Rv6MXsKjzW3H3FHJVVEUjKoRPDAxbyIWo0WUYI9EKIR94F36o9nezJ4ze3pt92pe9p3ah8VkYfyY8diVnic6UHGAVQnd4tKqEdYPieQCYlpOIu/ct2KkpwGEQdvrut4jZiPU16ORkw3iqhfr7OduNgDtre04ah1YrVYU48hbPtweN3t278FsNpOROfig1oHwW3m0IGI+gqXF0cK55nMUZBSEXvAsBAyqgRvm30BGXAaTrpvE428/jrfdi91sJyE9gfLacjxeDyoqTqeTmy67iXuuvgcNDYNqQFVUfJqPT175yd6WgyxE/EB3bDbweIRJP5Ikga/OR23LwE1wqhqrem1raGvguXf+xEeXfJT0+HQuLb6Ubdu2cfX0q8UOof3TCJ7AnpGg2XRkE3UtdaQnpFPbUkt8TDytzi73qcvj4njFcaaNn0artxWv5gUFkm3JPQfyC6uMDKiuhjEjnfYjkVxYhHTvcv/997N582ZKSko4cOAA3//+99m4cSN33XUXdrud+++/n61bt1JaWsru3bv51Kc+RXl5ObfeGriCZ7RyokFYPmzOwCmRgWiqb0JXdFrtrRgshiG7MoZKc0MzbW1tjM0eS1rGEDJMgsAvPnz64O3lTo+Ts/VnaXOKBnOHKw6z88xOPD5PWObYHwbVwLJpy4iPieeJl5+gqbmJnIwcjpcdZ9KESbS72pkzYw5P/eIpFs5ZiMFgEFaQjngOg2roKTwUoJjewgOgqEj0WYk0SaLvz22LbuNzV3yOOQVzGJMU+AJ6puYMJ6t6m5mqmqv43Vu/40DZAeKt8fz8sz8nxhwjYnEi4RltRgS4DoF2Xzt2xY7BZiAnO4e45DiK8ouYkjcFm0X8e9Z0jf2n91NZWUlTfROT0yZTmHFeMTG/azwhAVoHH/slkUgCE5Llo7q6mrvvvpuqqioSExOZMWMG69atY/Xq1TidTo4ePcrjjz9OXV0dqampzJs3j82bNzN16tRIzT8ihCo+WppbqKuvIz4xPqIWhmBpa2pj8uTJWCwWcvMj73Ix6MIy4dEGLxRaHC388Z0/YlSNokR53iUsLFwYrin2S01zDSbVhMVoQVVEJo/H6WF64XRiE2LJKc7BY/Hw53f+jEE1UJRZhNHQxz8dE0J49OVJTE6Gbdtg9uwIvZsOFCAb0hLSSDuRxrzCeWw/sZ3/2/B/Parwmo1mJoyZwPgx3WJQYkCJUaAZ5o2fx8TM8xqs5RB+l4s/w2WIrJy8krKGMhrbGzvdgHa3HStW2l09g+1cXhc+3cfti2/vCgyGjkwXhADxIjJ9JBJJWAlJfDz22GN9vhYTE8Pzzz8/5AmNNLqud8Z82BzBiY+ExAR0n47b4R7xNuSapqEYFE6fPs3qq1YPyznVjiuRWwuiMEofpMenU5RZhNPjZPXU1SRYw1nwon+OVhyltLoU1adyw6obKC8vZ8OuDUwpmoLm0VBUBU3XyEjIYGnx0r6FhwUooP/CdGYzXHIJvPaaECBZQyi6Fgx+K0UpzJ84n7FpY3ln/zusmbUGh9tBTmpOzwtvDFAAsXmxXDPzGpbOWIrq7fZ6EqKoV7ipp2f2U4j4NB+7T+2moqGCotQimuOaOVV3ClVR8Tg8nKzvbdkxqAbuXHanyLDp7jHTEWm3/rGrfRj6abQskUhCR8Zzn0e9o55ml3A821zB/8ompiRSW1mLruvh6ccRAh6Xh8bGRvJy8zAoBrKzssnJ6d0QL1L4OtIT2nxt7GvZh67raGg9HgGmJUzDZgj8mSqKwnWzriPBmkCMaegpyAOh6zrnms5RemgrH+z5gBc2vcDVy68GBdLS0liWtIx2k7hTzkrK4r5r7iMuJq7/QVMQgZgDkZcnljfeiLz4ABH0ageaISs5i7tX3C22+6uD+r+uCYgUZxVSUpJZvmp55OfmZ4j1TUpqSthydAvbT2zv3GY2mpmUO4kYawwFmQVU1Ffg9IhKdQbVwNev+TpT83pbZdtd7ew9s5d4azxj08bywvvPc8fsT2KNAqumRHKhIMXHefitHhanBYMWWqCjrorg2iH34wgRi9FCrC2WOQvmjEisiU8R4uPl6pd5ufrlPveblziP7cu29/l6Z6pjhHF73aw/sp5ze9/gV4/vBGD+5PmcKj/FhKwJ3HXFXbR72ml2NDM5ZzI2s21A4VGr1ZJmC1xQrk9MJmhrg7gBRM1QURBpsf4aKs0Ii0gCkclYCQUdMZ8A1VhD4b1D7/UQHlnJWaQlplHvqO8sqW40G5mQNgGL0UJmciapCYHrqXt8HtbtXkdZXRkmg4mcjBzKt+xi4k3DkKUkkVwkSPFxHv54j1hX6OH8aRlpNNQ00N7ajinGhNEU+Y/XpJhQTApXXX1VxM/VF+M849iv70czCR+7ggJ6VyCqrug4TU6OtR0bsTl25/Etj1NSV0KhIu6Ar152NePGjePG2TeSmZoZuuUqAdIL00PvPXPZZfD+++ByQVISzJsX4gAhYupYwlVFdai4gTNA29CHmj9xPu8deo+c1BxirbGUN5VT3lzeYx8dneqWagDONpxl+6nt3LP8HuYVdPvc4yCRRH5650/RdI3jlcfZdWYX1WUVnBf5IpFIhoAUH+fRGe8RQqaLH1VVSctMo6Wphdbm1mHpgeFwOHC6I9j0JAgyfZks3rGYhLTAcRp2s523Jr+FR/ewo2lHpzvGp/vQdA2v7uW4/TjNnmY0NDRd63rs/jzANh29c92iWvhC/heYENt/8ZxO64QbxmePp6yqjG/c+g3e3Pcmdy2/C4MSgsXLgLAqDMbTpqqwfLnIpnj77ciLj2ijhl7Co6q+iifWPcGE7AmsWbAGvb01KK2kqirpqek0uZtocjcFLSBt5m7/zmMQLqqOOSko2O129h/ZT1NsEks3H4JYF8ycCYZobfUrkYwOpPg4j85MlyCDTbvjcrk4e+YsqqoSmxCLz+FDN+gYzZH7mI1GIzbVRltbG3GRNt9348ypM7Tb2zvjOZpbmvsUH4ouLgQOzcH894Mv2jYYWiqP8JeE+3q2RD/vQpR3+hQTFJUZy2/D6Ghm3tR5uH1uXB4Xdpc9tGDXTIYeZPz++3DTTUMcJMxEMm5JA44CDhF789irj/GPN/+B3WnH6Xbi9Yk+Oj/86w+5xZbMzy+9YcAhs1OyB5WWHWft+DdjBSYjKqwqgA4t9hb2ndrHlXOuZOW8lZDnhLLjIZ9DIpH0RoqP8xhsgTEQ1VrTM9Lx+Xz43D6Ss5JpqmnC4/FgilRRKSO42l20NLUMq/ioPVdLUnpSZ4xJbELfn5fVYyW7KZtGmyjioKB0ChJFV1BQsHqsxHhiemzzu27Od+N0vt7t+enU03iMHhqTbTCn7w7Kbc420jKSmJU3iyOVRzjywZNcEXcFYxLH8OnVnw79gwjXR67rI9to4XxeeEG4hcKNBuwTj1sPbeXd3e/yxLoneu3m03w9Hgci0ZbIz277Gccqj/H3TX9HRx/wmARrAtnJ2UJ4TEKIjhhEqvQxSIxL5BNrPgGAnqSDowEmTJBWD4kkDEjx0Q1d1wdVYKw7SSlJPdZTs1KprazF7XLj8/lE8yojmMzhEyNmk5nWluEthGQ0GoMOrFVQWFC6IKLzsXqs7M3dO2Chs7iYOGblzeL94++z/+x+XF4XlY2VjEkcRAXLFMKTdrpgATzxBEyZEj2ulyuugIMHYdq08I7roLOpYYw5hu2He2an+DQfiqJ0lrXPGijDqBtxMXFMyZ3CHYvvoNXRyp7SPZxrOhdQwMRaYkmOTRZpxnn0DLyNBaYAdvCc8/DU+qdoc7Xxpdvugro6iI+WoBmJZPQixUc3attraXG1gA5WZzA5kwOjqioZORk01jaimlQSEhOoKa8Jy9ggCnzFx8dTPKU4bGMGQzQ0zutBx43uQOLD4/Pwyp5XmJQ1iS9c/gV2ntnJlNwp/R4TEBURHxCObJGUFLjnHti+Hd58U6ThTp4choGHgN0uCqKFfVwh8n/2+M84XXmaCdkT0NHJyMigprWmV6yGrz00V4rVbGVJ8RIArrrkKjRN4/HNj7OvZB8FYwpweBw02Zv4wY0/wGq2oqhKYAEZI5byE+W0Olu5Zc4tMCYZnIqoUJuRIf5uEolkUEjx0Y3ONFuXpbNqZzjweDx43V5Muomqsqoh9yrxer14XV7ibHFkZ2eTXxiJ9qIDEGXawy+GvHrflap0XeeNfW+wvHg5afGi9vm8CYOwNCiI+IBwZ1TP74iHWb9eXNhGsp9IejqEu1aMD6gWNV1+dO+PePCJBymtKSUmIYbattqAQaIBnSdmRCG3IIx9qqrykcUfYe0lazutW5qmdaWkx9OvgBy/YDxfmvolFIsizhuTJDKTSkqEFaSoaOBJSCSSXox0ln9UMZR4j/5wu9w4PA68qhdjjBFDzNDEh8fpIS09jdi4WI4cPcKH73047G6XaMMfQ9Kf5UNRFNbOXNspPAaNjgiYPNCxDLFGRS9WrYL9++HDD7uCZgHeeUcIk/ffD/MJB+DFF2HdOnFe3xD63Zch0ms7+NLNX2JC3gRc3n4aUwaSH6mISrIpBCUAY0wxPdxqqqoKAZkGFPZ5mEABJV7pGVTc2CgylPJHQPRLJBcI0vLRjc4aH2EWH7FxsTTVNQGEpQiYNc5KXUMdZrOZ2MRY3JqbrVu2snDJQuKHyx89cDzfsKLqKjjj8Q4QoNhnafRQ8XUsIHqSTCJ8Uv6VV0T326oq+MEPugI/LRZYtky4Zt59N7QxvV4wGgNnAOkB/pgulxA6IKqwLlggxMfmzb0FSFsbXH99/+fXgJaemxJjE7lpyU1sPbY1pLeCG5HiPB7xN2hBFE+zA4mI4mlvbACnDSYtEOdOoGdRtRh6Bgtv2ABakF2ZdV2Ij4my8odEMlik+OjGUINN+0JRFJKSk3DYHWHr/eIP9tQ0DTNmjDFGLJb+moqEl2CzEIaL+sr58I/3OLb0NVg0zCd3AJVAuHr42WzC+gGBU3CvvDJMJwqAG2hCXNBTge5hH0uX9t5//XqYMWPgcVWEYDgvhOPx9Y/3eUiy00W2vR12vwcHt8KkOV11VU517KTrIgYjK6srRkXXweqF/CTY9yTkZENjN9EVSGxB12ceDLoOZWVCpEkRIpGEjBQf3RhKgbGBiEuKw6f4aKpvwhYfvvF9bh/TF01H0zRKT5cycdLw/BBGk/jQdIUzb/4JgPKNt4zMJKoRTdeGL9s5POgI8dTUsXTv4NqMECBxCMuCFyGwuv9qOJ0wvltH3O7j+mvf+QXNeeE4R8uPcrz8OGgaMT4fFq8Xs6Zh9vmwajp35Uxj1rceAFsczFomhEMB4nPuzuWX9/3+Zs3q+7WhoCjivU/ov6CdRCIJjBQfHYQjzbYvmuub8bg9aD4NU4yp83zhaECnGBSOHjiK0+nE6XYyrmBc5GqKdCeK3C77G7qag6Um+RC3xxHi4HZwtAW+e95L77TNUFEUqAlfNlRANEQVz6aOpb+EkvqOxU8DIl7C54PNr0LxLNjTz3n6wKf5+Nm/fobH6+ZWr5Gbb/wGqjUWQ0wsqjUWxWKD2Hgwd7PmKQjXSbTgd2VJJJKQkf9yOqix19DmbgM9Am4XXcHldomW8zqoPnF18ng9xMQNLWXCaDLi8DrACDHE0FDfwJjMyGdJRFOqbXlJVzGsaRMiXACqvRXm92OeT0O4BYaCP9YiFDzAMbriUPrDx+DFo96x7NwEC64ScShBhkr0mILm4/NrP8/0/TswzVhCzNQgKt9aGZyw0xDv2YGo4WFAWGF0xC/gYL/KeXlQXg654fK3SSQXD1J8dOC3esQ4Y0TwYhhJSEsgNjmWpsYmVINKYmIilaWVqKbwnsen+ig9VTos4iOYCpLDhe7uCrI9fhY+9wthmNB0EUOo6eImtbkN7rgS7oxkD746RN0I/0VuOMJwdOAsojT4cGEyg7NNiI9BYDaaWTp1KdhdEIzwABjM1/ocUNFt3Yj4m9g71uMQrpzB/BLGxUFTExw7BsXDW2dHIhntSPHRgT/eYzDdbIPBYDCQmtbVwjvGEoNuCu8F3O1yk5sj7sLcbjenjp2ieGrxkDNsPB4PFeUV6OjompjzQMW8hgsdHcxdua5VdfDI833v/8pmuC3pXYwGXVy0+7vrDfTnaa4PsPE8znY8qohKmZEQIDoiyNWBiK0YTuEBcMlSePs/sPw6sIS74EkftCDSa4PFCVSJpz7Nx59f/DPNWjOLJy3msmkd1rI2RLbSBAZnVcnNFZkvpaUy9VYiCQEpPjqIVLzH+bjdbtpa2/D5fGG3fMRYYyg5U8LZ02cxm800tzaTkZXRQ/QMhvLyckpLS0lMTOzclpGVMdTphoV9jcV4zy4DIHfic8SqHhRFw+8fUBQNRdFpbCyiqkqkwWwxX8by2cMwOQ1xYSsi/EXZWhF39SPJqltg4wtw2c2DHyOUz6UekUobbOHVWvB5fWw4vIEjZ47Q5GvCp/tYXLy4537NwBGEUAz176TrwvIxderA+0okkk6k+OjAX2As0uKjuqIaj+4hNrZ/C4uu6zgcDmIMMaIio0Xt14LhcXgYkzEGNVFFMSt4HV7GjBkzZOEBIr4jISGB1NShjxVuKo6JC5+14HXmTPlHn/tpmsorrwiTyEubGB7xAeLOuhzIITx1QFyIVvTRUFNOVcE2zBGgpYjYjxhAg+YzzSTmJ/b+JfMBDdDY2siWvVuoqqji5jU3s3TSUmJMASw1TkSxuMEYPhUFduyA5csHcbBEcnEiK5x20Gn5cERWfJhNZiwWS59CwuVy4XP6MGgGLBYLaVlppGWloTk1NJeGSTNh0k2oPpW21raucc1mEpMTmTxjMkVFRSQkJWCxDl/dj5HCXSXKoztOre13P1XVMBqFo/+3T0V8Wj2pobOFfMi4gVrgBCKg9ETHeIMZ60LAh7BS1IHu0nn55ZcpO1XWez8F0KGhrYHrF1/Pn771Jy6fcTkx5j5cRP5YkFBRFJgzBxKiKQ1HIol+pOWDjjTb+shUNz2ftKw0qsur8Rl8+Lw+NK+G5tOwxdgwm8wYLUYSUhIwdGvbbTAYyMrPoqm2CYfDgdvrJi4uDofdgdlixmw2oxt0zpw+Q825Gtrb22l3t2M1W0lOSyYubmjFJ6Ips6U7nhBDZiyWFrxe8ffVNHHjPmw4EMLBX4+rv7m7ELEKTYS/dHu4GWS6+CcegFc26ySZFvLc72FGgPI0R0uPcqzsGNcvPa96qgaUgmJRmJQ/iRdef4EvFn6xx78ZVGAyFOlFwWXjZDG0X8OiIlF0bOzYIQwikVw8SPEBnGs7h91jF91sXeHpZtsXBoOBMbljqK+uRzEoxKfEExMTE1RQqNvtBoMIVm1vayc+KR6zuVvJVCO02FvQdA1LjAWvx8uenXtYdumyIc3Zp/nwDaWnR5jR0Tlmz+XIpp93bouf1rfLxc/y5d/ijTeeBODVzXDdiohNMTD+O2sncJi+BUgpg8vsGAn6KEmu6/CR+2HjLr0r66gj88jjhXanAijUEcvMj4DRoJOTofPH7+/mrf1PoCoqmlvj2OkA4sOPC+bmzWVO3hzUehXS6RmzYUGIiorAh3eiIhrMDQWbTTSb83hgOOrsSCSjHCk+iGyabSAMBgMZ2aEHbGbkZNBQ24Db5SYmPrD5OCUhhVZ7Kx63hxmzZoQl5sNkMoWlJ0242FM/jdL3fiZWFC/pc/7Ewux3GSha0GzuclNt3jsC4qMNkQnTQlQVaRsSfXwvGlvg6bch2AhOr0+htErh1m8WMnt2HllZe7BZDEweN7nf4xRFEZa5MkTg6PkiwoKIt6nsmIqKqPER07GoQCYijmSoTJ4MBw9CQYEQIxKJpE+k+KBbN9sIpdmGk5T0FOoq6wLW2VC8CpYYC0XTinA6nSQlJYXtvFqwTbeGgZrSriJfK66+iySDi2AucroOMTF1OJ1pJPTxp25ztnGw9CA+zUd+ej65abl4vB5MxjDdzdaGZ5hox9jNA1JcfBeK4kRRdEDreNQxmarx+WLRdTOVlV+msfFqnM4ktmz5Jiajndyx27jtcje6HqR3p4VezevEBICZ9BQfkfjlUxSYPh1OngSrFXJyInASieTCQIoPItvTJRK4PW5MJhNWgxWzyYzdYcetu0mOS6Z4mih25G88FxaiKOTD4zPgKL20c10Ij+Cw2zNxOtMAmFxYiq7ndZa4b3O2UVJdwh9e/QPN7c0AJMcmM3nsZHac3MG8ifP4yLKPkJ6YHrb3ckHQR5M2U7dfFovlLAaDPeB+qtoEQH7+D8nI+AeNjWtpbLwSj2cMZ85cxq8ehZfe1vnEdQq3Xg7jsgcxxxJEGq3fSBPpX73CQlH59PBhmDIlwieTSEYnUnwwfJku4SIpJYnW5lbsip0lK5fw4XsfYm+0o8Vp1Nb2vrVOSEgYUsfbTtN2FPBqS9ePeeryH4V0rNnclZ/6xV+38fahz1GQVUB5XTn1rfU9muXFxsSCAluPi3bvW49tZceJHSyatIhPrPpE31kTEqCn+ND1gX9mFAVstuPYbMfJzv49bW2zaGxcQ2PjlRwtieXbv4dv/x7mT9W5bbXCLasgPyvIybgQ6c55g3kngyQ3F+rtsO8wzJQCRCI5Hyk+6BIfkc50GSxtjW2YTCYMJgOKrmBSTMTGxuJ2u/H5fCQnJ2OKMZGckozL2dsScPTsUWbOmTno8yuKgqaPvNul1pUIGx8QK0lnWJK8j1DMMmaznby8dzh79nJqaqZSWhlPc/vugPvanXZS0lJQVZXGtkZABN6+f/h9th/fziUTLuFr135tiO8oPLy9FZraYMlMyB5uw0wf/pDuiSfBiI+eQ2rEx+8iPn4XOTn/TUPDGpqaVtPWNpvthwxsPwTf/B9YME3ntssVllwCMWawmMFigvhYSEs6b9BaRDfc4ciI9Xacr8IG9rHwwT7xx5FIJJ1c9OJD1/VhKzAWKj6fj/rqeiZPncy4CeP63G/arGn9jrOredeQ5hGM5aPJY8WjGUBR0XWRyYCuisgUXRW9VhRhpddROhbQdQVdUWh1JeLwxKLrKrquoukKOmrHunhev/1rnee7cum3B2WNmTnzfzl7VrRgf/PN/+L22+/oc9+yujKsZivFOcWcqDzRKcDcXjeHzh4KW2fiUGh3wv/8E2wx8Jmb4NePwwOP9tyn5JUQrAJDoK0d7vnLdJ7/ohA9sVbR7Nan9UyCCVV8dMdgsJOe/izp6c/i8aTS1HRZpxDZdlBl28HAx/3v9+Cz5xdeLUG4XyL5q/fSy2CP7QoqNhhAcUjxIZGcx0UvPqraqmj3tKPoSsTTbENB0zSaaptYftnyAauhDoTD4aC+vr4zaLSvR13XOxf/Ojo0NDb0O/4HFUup2X7fkOYYCvlLfkKMob8+8H2jql7i4sppaxM9cOz2VGJj++7X4nA7OFJ2hEk5kzhedbxzu91p57Wdr3HNvGsGNQ8QXY3X71/PVbOD73T38ib4/p/F86//NvA+466FjY/AijmDnlpQ1DbC8/tETnBlH4G0RkMjRmNTWM5nMtWTnv4M6enP4PGk0dS0iqamVbhc2ei6GV03oWlWdN3Mxl0BxIcHkRUzjsjEMXmBlliYsorm9mYa2xsZlzYO6iuhuRUSh5rPK5FcOFz04sMfbDpcabbBoGkatVW1LL106ZCFB0BWThbOdqewYHTcqauqitoRgaeqKjodd/FKl6VDUcW+TpeT5ubmPsdvaSwST1Q3GF3g762iaKD4H7ttQ+/Yrnf2YVFtNRhtdR29WMRCt+cKOoriIyfnfYpslUP6PC655I+8//4vAXj11T/x1qPr2XRoA5UNlbS7Alf18n8W3dlwYMOQxEe7u51zTaE1aCkO0LvMaHSxePFrfPjhWjweEYty6Wfh5d/CohkBXBAh4PMJa0t8x9fQ6xXrCXEwPgeuXyHK1ftJTHyXMWP+r+PvqmGxVKCq4e96ZzLVkZ7+NOnpT/fYXl9/DWfP/pTGvsrPNyAKt+16D7wDCFh/mo2ui+63aQEUiwdw6aIgnEOBhlq0SRovvv8iLd4WshKy0GsruXn+PbKctETSDSk+/MGmrpF1ufh8PlrqW0ABi8nCkuVLSAhTyeaCiQVDOt5kMtHSEiiHUaB0pP1mLfh/zM/YNqRzDQepqUcpLHyBkydvBODAoVX8/KOrcHlc1LfWU9VYxYGSA5TWlNLY1si5pnN4fL0vVFWNVWw4sIGV01cOah6JtkTuvezekI5Z92HX88mTtzN9+hayskoAKCzcz/PPf56mJmGNuK7DGLXuD3DFwtCKkTpdcNnndD48IA5KioeProFn3tGoblBJS9JITlA4cbZr0DFj/kZGxuMYjSPXeMZoFN/Txr6/rqLIm90D81f1s1MAihEixIcIYm0F6jrGy+3aTff5OFN7BrPRTG1DLdltrRDO7DOJ5AJAig9/WXXHyASb+nw+muqaiLPFMX/J/LAJjnCiKAqK3veVS1FElojezz7RxpQpj3eKj2/8Dxw/CzeutHDFwmyyU7KZUyB8FrquU91UDYhYj+qmao5VHGPP6T1UNVbx8vaXGT9mPOMyxoV1fnuPQUUtHCuB+mY4VQ7n6mFTR3xsQcF+rrjinz2OiY9v4p57HqK+PpMnn/xu5/arvgwZKbBqHiTEQmIc/OKLPYNCu+Pxwo8foVN4ADS1wh//A/581bomlbqmrmPy8+8nJWXd0N/4EDEYhPBp6E98DJaTiLc/gMHE6XHS5mkj2ZxMU0MTbx/Yzslrb2XZkmVc+cVPEJMefQ0aJZLh5qIXHycbRy7Y1N5qR9VVFi5dGJWiozt6H/UcgA5XCuhR4rYKBkWBtLR91NWJQMBHnhfLb74K37y7+34KmcmZnet56XnMmziPu1bcxf7S/ew+uZvyuvKwio9HNufwuX/1v8+5c3lomoKq9v67pKaeY8WK59i0qSvooaYB/vVm1z6/fgJWzhUZIt/5GCy9BH76V/jL8zo1jb2FpNV6FJOpmvj4nSQnv47Xm4bbnYHXm0RMzBliYw8P5S2HDYNBqI6mVp2wB3b4OpYg+PxVn+fpDU8TGxdLc1sL/1d6gv/b/QG/b2nhrt/+LLzzkkhGIRe9+BjJAmOqT2XpqqXDft5QGTCjQ/FfAEeP+ABYvPgnOBxpvP12V7pI98qcPp+oHq4osP0g/OYfkJ4Mv/wSJMQpzBw3k5njZvLebvjl32H/CThdAT/7HKxeGNwcTpyFb/1OuDUmj4Mt++Hl9yZ1vj5x4h5iYuwkJDRSUjKZiopCAOz2JNrakkhIaAw47syZm4mLa8JicWK1tvHKK5+ipaXnHfeGneJx3ZbuW/0xQW3ExJSSnPwaGRn/7jW+ydSI1XoiuDc5jPitcF63F9eereg+D4rPh+71guYlxtLx77y+OmJzcHvdvL77dSraK9B0jatXXc3f/vM3bpp0CXMuWx6x80oko4mLWnxoujaiabYm8+hoQOUPRO17hw63iza6xIei6BgM7s71r9wBX7tTPP/R/8KDf9MpzNUZn6Py1la90xowZxJ88gax31tb4cov9Rz3cw9pnHopuM/iT8/0DNj0k5BQz5Ilr1JUtKdz29y56zl2bDYffriGgoIDxMcHFh7ivUFh4YHO9Y9/XNxtt7Qks3XrVSQl1WEweKmqGkdZ2UTcbvH9z8wsYf78Zzlx5N/ExI18bZfQEUK43e3k8+t+h6aqeAFNVbFZ4/j2Td+mKLsoYmdvdbTyg3/8AINqoLS0lIWzFvLqW68CcOfV1zDpmtURO7dEMpq4qMVHZWslDq9j5NJsR0uIhE6/XW2VTsvHaHlDXVgszUyc+CwnTtzCn/6jk5Ou8K2Pwe/+BZqmcPyswvGz0P29WbvFDv71RfFoMrVgtdbT0jKec/UKR0vgwceECLhqMRTkwvypXUGfui7qZHy4v2usSZN2kJDQQHHxLlJSagLOt7h4N8XFgQujBUNCQiNXXNHTp6NpCm1tybS3x5OWVoHR6OXsKR+j8e/pFx86Ks7uHZ+Bdlc7D/z7AYpzislMyiQpNokZ42YwKXdSoIFCpqS6hP/34v+jtqWWlLgUqhuqeWn9S2CA+6+8hTibFXtpObH5uQMPJpFc4FzU4sNv9RipNNuWlha2b95OjC2GGXNmDPv5g0VV1P4rnHYGnI4uy4efyZOfpL09g4qK5XznD5CcAG6viBkYN+514uIqSEo6xeHDH6OhYQrf/QNU1MCOw/DMO2KMwsIXSUs7wObNv6HdqTD5lq7x//G6ePzJZ+DHnxHunMs+p/Penq6L+w03PEx+/rHhe9PdUFWdhIQGEhK66rmMyRrD4aOHSUtPG5E5DR692/8DvKrrHC0/ytHyo4Co1xIO8aHpGg+/8TDVTdWoikqMoWd2y77SoyyakCeFh0TSwei8WoSJzkyXESqrnjImBYPNQLO9mU1vb8LlCn89hHAQqINud/yWj9EqPhQF5sz5H8aNewOA7/xeY/V8IQxMpnYKCl4jNfUoRUXPoCoeyqpFnxEhPDQKCl6ioOBlUlJOMHPmnzGZRNBjjKWe8eNfw2oVVoz/96TOa+/Dsk/TQ3isXv3UiAmPvpg0dRJmoxmPZ3DF3EaKrvCk4Kw284vm9x9MHSSqojJv4jwAshKy+GDvB11z0nUWjSti0Y++PeTzSCQXChe15aOzxscIl1W3xdrwWrx8sOEDYq2xKEaF+Uvmj+icuqPpWt+3ktBRUGr0ig8AXfdRWzsBgFirzryp8MpmqKm5hClTngRgzJg9rLr8C1RULKWqagGq6mXKlH+QktIlHMaNe4vs7A+or59GcvJxYmIamTLlcd544x+0tlu45ms9z3v77d8gMzPIFIphJisni7KzZaSkpYz0VELA/10MTnw8+MyDAFjNVvIz8inKLuKmRTdhNpoHOLI3Ny2+ibz0PN7d9W7nNkXX+eNHP8X8r3xGRC9LJBJAig9g5MUHgNFoJDE9ERApuJve3sTkaZPJyMoY4Zl1VEM974dT0xU0veOnvkOY6KMyRgAaqxtpd1iw24sB+N7HDXzzf3yAgYyMvT32tdlqmTjxBSZOfKHP8cxmO1lZXcXWjEY3M2c+wrFjt2E0OnA4UvF4EoiL/RO7d77C2mvWRuJtDZlZs2dhtVhpbW6lrqGO+KTRUB7c7x4M7bvocDs63TFG1cjauWuJMcegKsELBlVRmV80n9kFs1k6bSn/2fgfdhz4gIkL50jhIZGcx8UtPjrcLkm1OpbGJnRd6yynLEqMd93wd7/x726m7Wu7oqooKMKvpfv9W3pHVqqIJ9C7rtodW1R8Xg8WgxGDqrJ1/XqyMzKYe0WIlRgjgNMpSqzrus6exqtp2vt1zvfajVbLR5u9DZPVgijiYOCLvwIwkJ6+h0mT/tn/wUGSl/cueXnv9tj23sb3mD3nirCMHwlUVWXKdNEO/r2N72G328NS7j+SdAX0Dv67+PzW53l+6/OsmrGKT67+ZMjHGw1Glk5fyuyJs3l6w9N89fs/Ii82gXmz5zL/sqVkLQux3KxEcgFy0YoPTdc41XgKAFeLkdqOPg89mqopCoYOEaEDaBqqIqwA/toXfgGhazo+XWNy3mTKGsq6xIsiurbSbdER4gS6amgku3zoTifpmVn4XB4wGhmTlk5zTeCsh+EkJSWF8ePHi7tABdqOLaVXuJDRQUby8YDHRztpWWmUnCxhTMaj1NR+Cl03kpm5ndmzf4eqRibd1O12YzKZyMzKHHjnKGDx0sVsfnczmqZ1WsHaW9rRNA1LrAWTKVrSxsP391q/fz3xtnhuW3LboI63xdi4Y9UdHCg/wKHyMxzbs51DrW2Me+MtsjOymHfdlcQWBGjWI5FcBFy04qOipQKn14mqKcQbUvFZ+/e7++9TdPoucqgAitWKMS4upLlkO3UUFVJWLMHQreZ13ZYdGMyWkMaKBEajkfGTCzlRY6PNacZbfQkAY5c8wKTkA6gKGBUNozL66kLU1dRRV1NHQXEBZvM6fL53AR3DILvmBovZbEZRlB4X82jGaDQye8FsThw6QbujHc2gYTFbGJM7hoqSCogW7RFizEcgEm2JFGYVMjFrIsumLhvSbKxmKzOKZ2BNtaIoCu34OIyPw/VnOfX3f3Dj1WtJWTh7SOeQSEYjF6348Md7KM0KNt1GYkoida11OD3OIY1bWl1KfHx8SOOYTUYSZ0/rVUk0bfG8Ic0lXGwvjeOdlz8GrTk9truddlqqyklITsAYO/JxM4OhsryS6bOmd3723YuORZrU1FTeWfcO2ZnZGE1GJk0PT72JcHL0wFFR40UTVj6L2YLX56W9vR2T2YTRaKSppYl0W3pUiKiuzCtDZ1PaQBhUAxnxGZ0p9qqqsmr2KmZNmEVaQtrAVX1DIDsxG5PRhK7onK49jdsnvmNndCcPv/AfFm3awqJ77sCaOdrSmiWSwXPxio+OeA+12cDOw6LOdIw5hsnjJ5MQl4CqqvgUH9XNoZVhbne1MzZzbEit0s942yk+dgrbpMKQzjVcbHjrJiE8jA7UpDNodSIOIM1SRnpKOqWnSsnJz8FiGXkrTaiMLxxPxdkKckeg/sLE4omdz+vr6tn4zkY0XeOy1ZcN+1wCUVtbS2trK4lpiT22WxIspNCVAZOeEh3CA0RZ+I5n+HwWjEaRvm5QDSRZk7CZbLS2t3K68jTlFeU9jo2zxHHFrPDH4EzOncxYx1gm507G5XHxt/f/RkVTBaqm4VGg1t5K1ZvrmXDP7WE/t0QSrVy84qPD8mFo6nJzON1O9hzrKmetKAqrF66m1dOKrusYDAYyEjM4V3eOpPgkNDQa2xpptjeTYEsgLTGN8tpyaltqQ5pLqm4kJiN673o0h7j4zLj0a4yzCVGloyOiWlTGjh9L+ZlyTGYTbe1t5I7NJS4+NNfTSBGfEI/P5+PE4ROkZKTg9XoZkzlm2OeRmpZKaloqbc1tvPDsC9x4y43DPofzOXvyLCbbwP4UTdGwN9qJTYwNmwgJVHsjmG2a1oZoO2siVslBpYp2VzuVTZWUa+W9ju/Ohn0b+PINXyYpLmkIM+/N2NSxaJpwB1lMFpYVLeOZHc8Q6/OxBguTvvwZTLLTreQi46IVH/7qpobmPvqKAzMKZ7D35F483i7//2F6du80qAbMJjM1NTWc5CQ5GTmkxKdQ2xy8APGpOh6ni6i1G3RUMDWoXdEuSrdURqPRyLiJ4/B4PKTr6Wz7cBuzZs0iPjH6UjPtrXbsrXYRGuBPZ1IhIT6ByvJKPG7PiIgPP3GJceTmREcVTJvNhsHa978PP7n5ubS2tFJfU4/NakPX9R6ZXNoQgkCVjv/8XzcFpbParggKx58qho6OioLB0IrPl8KhMxXExpYEfS5d17E77WEXH0APUTYtZxppcWls2fI0RR+7RQoPyUXJRSs+Alk+ujM2Yyy6ovcQHoHwaT4cLkfnekVNBRPHT+zniN40qpDdYofskA4bPjpEhzZAQVx/xsPCxQupq6ojLiEurL7zcNDe2k5GduDaKWPGjpzo6I6uDb3iZlgIYRrxCfHEJ0SH2DxxyoHDAV5v6Na34+XHyUnLGXjHwdBwALJsoOlkpsJNd98KedH6j14iiSzR4agdZjRd41SDSLP99V2/7vW6xWQhIy2DstqyQY1f0yzSYyfmTGTxjMVMHTeVpNikPve3uT2QEL0Bm4rqBUALsmutyWQiNimWbVu28f5771NbUcvRQ0cjOcWgUUZBIbR+++hIBsRstgPg8YQuPpzuoQWc94uSBsfKYEYhzCyEfCk8JBcvF6Xlo6y5DJfPhUkxce+Se3nrkrcoPVfK/CnzSU1M5b0973G66nRQY6mKSnJ8MtYYK2ajmey0bPLH5WM0G2nxtdCitaDEKUxImIBZM7P90PZeFxenzYqvqS36LR/6wCZ4PwkJCSxYvKBzvbGlkW0fbmPBogX9HBV55IU9BKJfpwXEaBTiI1TLx7+//28yksJcUbilFvQmiNUhxwiXLQ/v+BLJKOWiFB/+eI8JtglYTBae++VzPV53eVxs3reZcZnjSE1MZdPeTTzwtwewO+2d+8Tb4hmXNY5vfeRbzJvclRKrKioPvvIgLc6WHmO6NTdu3MyeMRszZkrKS6hpqhF1Hux2DGkjX0a9L5QO8aEPwVA2cdJEas7V8MHmD5g0aRKpI+TndruHL5V2sAzUyG+4GA1WokCYTCLjJRTxMb94PqkJqeF1EzaegcIYGBeaG1YiuRi4KMWHP95jYmzgHwWLycLlcy/vXL9h2Q1cOutS3tnxDjWNwqXyqWs/hdnUu/nUhyc/pNXZ2ue5nT4nTpykZaWRnp2OgoLzyCksudFq9gA6iodpQyjcBJCRmUF8Yjzbtm5j4aKFxMTEDHtMiMkcNdWw+mW0FB+LRlRVxGmdPPlV3O40Jkz4a/8HaBrnast5Yf1TXL/0Zsy2MGRq1RyFxTkQhUHXEkk0cHGKj/r+xUcgkuKSuGXlLf3u49N8bDm5JajxNDS0M5UomoZ5THLQ8wg3bp/OH/+zFlfNRNEYTu+ePqCIR2dSx97Bu136wmq1MmvWLMpLy/F4PFhjrIyfOH7I415oeL1ezObQO6tKoKFheufz+nPX8r05L523R5fg1dDQ0dF0N+U7X6Ns92YK7vszDPazdznAfhKWF0KsdXBjSCQXARen+OiwfBTGhreo14YjG6hpCb4Xi6qDsWhcWOcQKqfqzTjPLB14R4OTFHNdWM6ZmJRIYlIiDTUNlJwtIa01jfj4YbpDjA6PRv8oUnwMhfT0HZSViU7BC5a+xME+spsC8b9OF1/66uVkf+thTBOmhn7yplOwdvrA+0kkFzkXtfgIxfIxED7NR2l9afD7V9dhsI18ZY9Or0dMA3OXfxMU3V9ZAXGl1lGAOKOd2DCXHk9MTWRq4lSOHDrCrDmzwjp2XwQqVBVtqIqK1+sd6WmMWny+GAAWL36ByZO3hXSsI8bC45PGc/U/H2LOD54M/eTJE+HYGSiW1jyJpD8uOvHh03ycbhSZLOEUHwbVwCeWfYLtp7ez5+we6tvqaXG09L2/y4OeOPJVQFW/KUDRyI6pH9ZzGwwGDAYDBYUFlJwoobW9lbT0NLKysyJ2zmgJ5uwPHR2PJ7KN7S5kfD4h6k0m16COr0mI5y29Feu/fkXu5EUkXBJChorZAjVuKB7UqSWSi4aLTnyUtZTh9rkxK2bGWseGdWxFUVhQsIAFBQvQdZ0jlUf4z47/4HA7eu3rVRWMzW2QOnLxHgAGf0xjCGm04cZfoMrhcFBfU8/h/YeZMmPKiM1npFENqmjmJhkUfvFhNA7eUleRGM+fnWXMf/sQl5UeIff6zwZ/cFMr/Xa1k0gkF5/48AebToidgEGJ3AVXURSm5EzhM7Gf4eG3/0z78ZMYDEY0jweH24UtOwPjmPSInT9Y1I4uoGgjJz78WK1WcvNzOXLgCFXlVWTlht8CMlrcLlEpPux2iI0d6VkMiN/tYjIN3U24PS2BrF3ryCiagzkpHXw+dK8HzedB83o4+96zjC1egGaNQ/O5we3CesXkqKvsK5FEGyGJj4cffpiHH36YkpISAKZOncqPfvQj1qxZg8fj4Qc/+AGvv/46p0+fJjExkcsvv5xf/vKXZGdHTxppJOI9+iM7KRvnoeOYivMwWCyg65g8HtQoCSaMBsvH+UyePpl33n4HrSPFV1EUdF3vTD31r/uf++kuLPz76Lre2RtE0RUamhowmAydx+m6TvqY6OnKCmBUdNSqOlS3gqIoqIoq5t/Z50TBY1HR0pIiOo9ElxNDu4vCpGxi4hNRSg+gpxegoNBQW8EhXxu6zYZijK57GL3ju6wo4RFwL43PYeM7f8LicaOpKj5FQVcUNEWh3WzGeOhlvKqKpqoka/CTe1eE5bwSyYVMSL8aubm5/PKXv6SwUGSJPP7441x//fXs2bOH3Nxcdu/ezQ9/+ENmzpxJY2MjX/va17juuuvYuXNnRCY/GPwFxoZLfABkpedS7283ryhRIzwguiwf3VmydAkul/DZ+0WFqqg9BEb3BmY9hAfioq3pPWtlKIpCdm42iqJ0io/62npS0lKiSnwk2Gw4yuv47X+v73OfX//xa1RGeB7Tc/L52E3fIK9oRq/XGmorqS0/xa8fu5+q5OiqZWEwiO9NvHEM8TEl/dbdCZbmuFggsNWne2iwDwP2sgrikpOGfE6J5EImJPFx7bXX9lh/8MEHefjhh9m6dSuf/OQnefvtt3u8/oc//IH58+dz9uxZ8vLyhj7bMHCqUfR0KbSFN822P1w+NxB9Of+aruPydHwFosjyAcIFY7VG/jNztDo6G+JFC7qm8cBX/6vffYTLMLKuGV0hoPAASEnPJiU9G1WNDquH0eHC5tU4415Iff0lAOw+cpI2936WzFqCoih4dA91bSJdPFJl9l0+D41HThI3YxBpuhLJRcSgfzl8Ph/PPPMMdrudRYsWBdynubkZRVFISkrqcxyXy9V5hwvQ0tJ3hkg48DeUm2CbENHzdMfjEb5n15kyLOPDG+Q6GJ7bmcOx928FR0qX6Igyy8dwEY3ZL7qq4nb1DlLuwTCEFPi0IMTNCMY2pDS1Y4uPRwF8ugGSEtj9+o87X1dVN+dq03n69SoA2tvzaWz8COPHPc0VS+LRdZ2rF1zN3rN7OVJxJKhzqorar3BJNVhInjZ5SO9LIrkYCFl8HDhwgEWLFuF0OomLi+OFF15gypTemQlOp5Pvfve73HnnnSQkJPQ53kMPPcQDDzwQ6jQGha7rnWm2BbEFw3JOgE/d9i3+/ux/E+OOoe3gSVpNGpou6meIH+/usQpq13VF6XIhdD4qCh6vF6NqQFVVcfHUxUVUxDiAjiZG1MWFTFcUdEVFUVV0ReXU/luhvVuwq+rGOvGV4fo4ooqoaV/fDSE+IthdNUg0fWDxoUZYfJhcHsZgQjUYOwWX2+3CZDRDchLkjgFE7V2Xy4ZXi+k89sSJb6DrvWvp1NcvAuUjfPHGK1kyaQmLixdzqPwQr+x+hYqGin7ns6BwAbkpuTyz7ZneL+o6n7jxRuKmFg327UokFw0hi4/i4mL27t1LU1MTzz33HPfccw+bNm3qIUA8Hg933HEHmqbx5z//ud/xvve973Hfffd1rre0tDB2bGSsA+fazuHwOlBRybMOnxsoe+xE7v+6+Bx8J/bjPn0QfeFVnXEK3R+7xzD02N5xt6XrOl6fF1VRMRg6AutQ0NF54+A69pbuAUXBarJy3+qvYlJUFF0TiyaWf2yy4wXyl/2ASYkHMavaqG0iNlSiscutrqq4B2jtPhx/r2A+mktSx1LiqOr8LoYbW2s7yiVT0buJnL6cZLW1+T3W/cLDYqkGNIzGVux2IQyOHv0JP/1fDd0F916rMG3sNKaNnUZdax0v73yZfWf3BbT8HK86zl1L7yI3NZfyhnIOlh3stJpke3RS584c+puWSC4CQhYfZrO5M+B07ty57Nixg9/97nc88sgjgBAet912G2fOnOHdd9/t1+oBYLFYsFiGp9Kn3+qRZ83DrA5z0Oepg9BQgyHGhnXeKkhMCfsp7rj0Xo68cAav5sUNvF+5h6tmXIXxPL+8YjgIgMngxKJ29HG5SDC2O7C0tePzW5taWjBX16Gqoo+Nz+dD03xC0CmiXIOqKB1WJjAo/owbtadlShFywG+lOt+do+s6RoM/vkbs519XFAWDz4feEXvi8oBhgDgUs2rEVlmPooCqqvh8Gi5vT8GS4nBii0vCZ4mh07rW8V4MutqV8UPgb4DB3P+/XYDla+6h+vW/9RAfOjrtjnZirbE0NNZwbJChOzHNrcRkjwnatZOaWo7J5MLjsWC1lpKZ+Ro5Oc/0yHrZtevvtLdPoK2tmLY2+MRP4fFX4U/fgakFkGhN44opn+Cmee0cKN/Fa3teo83Z1nl8fVs9Gw9v5NIpl1IwpoCZ+TN5fc/rHD22jZzYBNrP1RKflDi4NyyRXEQMOVpM1/XOmA2/8Dhx4gQbNmwgNXVk2qb3hT/YdDjjPWiuh70fwIQpMHU+bH0TxkYm2NWgGlg7cy2v7n0VTdd4/8T7TMiYwJTsnm4xVe24pdWjJ8NjuEjyGYiZPbNTMGRAl3jouMid/zxYYkwxZCdn9yqzH2uJ5fYFtzMpa1LfB+9YD/NWBX2uL33ulz3Wd53ZxT/e/0ePbbW6zpcTiym4/gtBjxsqU+euZOrclX2+/sgfv8Wx6kMhj2t2ukgwxmDKSAv6GKu1lY/e+Cv2nTyNzXY6oGYpKPgfykt/g8ttZkyqQtk52LQbpt8B86bAqXKob4bEOBur5i1j1uQ5JKc8Rlnjsc4xNh/dzKVTLgUgyZbEnUvuRC+6BOWqi7cwnkQSKiFdfe6//342b95MSUkJBw4c4Pvf/z4bN27krrvuwuv1csstt7Bz506eeuopfD4f586d49y5c7jd4e0JMlhGIt6DmDhxW3l8HxjNMGsFHNwGEerdsbhwMXcuvJNxaeMAKGso67WPooq74P/f3n3Ht1Wdjx//XE1vee8RJ3EcZzh7E7IXK+yRL4EvoUDplzJaSgtdQFugZf1oacOmQEuhlJUyAkkIIYvsve0sj3jFQ96Spfv741iWh2xJtrzi83699Ip0dXXv0Y2s++jcc57HPoB6PJpoFPz8/DAajRgMBgwGA3q9Hp1O15TuXaPRtAhAPKEoCqYAU5vAIzwwnPsW3tdx4AFd/jyMSR6DKaDVL25F4WxBtui+6SWduaxlqLcSgYGEiZO9TtYVE1VLYKDrwAMgNHQv/356E+XfKpz8FLI+gQVTxCHafkgEHgAVVfDRevj13wJYteoefnLJg4xMFDNYXLVJQQtlFV61VZIGMq+Cj8LCQpYvX056ejrz5s1j27ZtrF69mgULFpCbm8uqVavIzc1l7NixxMXFNd22bPGszHx365WeD6MRLr4CZl8JGz6B1f8ErR42f9FtuxyVOIrl05cDEBnU9pejojjGkgy8ng+6aYBpZHBk0zROhwBDACsuXkFoQKj7DXQxUZdOq2N0YttqqsfM51Aryrq07a5osHkXVCl19YQ3qKiD4gj29z5/yLZD7gvJxUXEom883Clx8NWLcNfVkBQD994IxWth8+vO9bfsV0iNHsStF99KVHAUMaaYlhssOwxT4iBMXm6RJE959Y33+uuvt/vcoEGD+nzq6qaej4Ae7PnYvREcgweDTDBmBkQndPtuDToD1066lvS4thWuHJddVHXg9Xx012fU5G+itLq06XGgMZAVM1cQHeJhOfcuNKuksoTc0lwa7G1P9DVaBbXGjBLq+zFGnvD2bUXU2bCnpaBBTOdvd0CKCwatwaOelpWrVvLivS82PVYUeOmRlutEhsKNC+G9r+GZ+8U6AcYAHrjkASpqmvVwnN4Cl4wHfz8kSfJc38gQ1EN6PMfH+QLwD4DxM3tmf83otXomDpro8jnHZZeq2ihy/aMI0lUTqqvpyeb1Gl/l9dBqtMSHxmPUG9FqtGQVZTU9p9fquWf+PUQEde+Yp5zzOWQXZrN6/2rqrK5nxxSFmKg9c5TA+EHd2pZ2eRHsBZtrUKLD0TQOXtXpdF6NhTbajNjt7oOP8WnjWzw+lQc3PgIF56HBJm42m7j0AhDYLK6wNlgpLiuGsgKSosNhUJQMPCSpEwZU8FFcUwxArDG2Z3Z4dA9MX9wz+/KCo+ejZOcDNOZ7xG/oF8zPeM2Zbv0C5cnJqSM6rY4pg6cwb+S8pjEW3x79tkXwEeQX5H3g4WUnlN1u56V1L1FdX93hetMqLQRM9Hwgqydq6ms4VXCKpKgkQgI6nhETGx7H9OrGxIEtU9rQouNNVdE0nCY7PLRp0bG8YwxPGE52UXbTMr1WT1hgGFV1VdRYagj2CyYiUBzr3JJcZo6dyca9G9ttz+C4wdyy8JYWy77aKsZ7uKLTwtjGzsN6az3vbniX07mnCa4q45d/fRZ9L1ellqT+akAFH0GGIMz1Zqr11eKLMBgIRRyF04AvUz6cLwSttk+W1b52oYVX8/JR7VpAxV4ZS13WZZQM/TfRhgt/0NylYy9Fr9VTZC7iUN4hwgLDCDYGkxqdSnJEMtX11ew7u4/dp3e3ee3s4bNZMmZJi2UXp19MSWUJ209uB0SvSHfTaDSMShzFtuyOxzikmOJQfJA+3q7aWbtnLev2riMrP4sGewM6rY7JwyYzJG4IS6ctRa9tu5/rb33Yo+2fePNx/l9A27waR/OOkhyZjKIo5Jfn8/BVD5MQnsDLa17maN5RtGg5nHO4aX29Ts/sibOpra2lvKqccyXnCAsOIzo8msCAQG6Zc4tzynOjtA5S/hR+DeGNQzmMeiPBfsGcKT/D/6SNlYGHJHXBgAo+QowhmOvNmBPMEIdIi+igA4oAP8AIVADlndzRoR0iQ9PUhV1qb3dZefMMVt4MW0/lc8kjhZRXip6ghj5W36U7aBQNc0fMbXp8zaRrXK43KnEUGfEZbDmxBUuDhbyyPEwBJhaMWtBivZr6GuyqnfjQeLQaLckRydw09SbvG1ZXC3Y7eFjgrrSqlPxy96XlQmNS3K7THrtqZ2/2XjYc3MCe7D1UVDsDU6PeSHJUMomRiUwaNsll4OEp65FdfJF3gNp2CtSdLTnLiKQRTBoyichgMYD6iolXUFNbQ721niXjl/Dx9x9TWlXK+crznK883/TasEgRIBRVF0E1bDm2haHxLae6z5sMp1aJmS6qCpv2wgPPieci5sGVsyE2An7yP+JSkKIojJs2qdPvV5KkARh8AJit5paBB4hekObffRHAeaAQaLycbm2wote5+ZK126EoD+Zc6Ysm+5y5tp5ffrKLS8bGcNsfyyk/MaHpOZub+i6OrKuq3S6mSdnt0Jg1FVVFUVXx7e14bLc3JeUSnUqiFLmqii53FVBRUDQaFK0Gu1GPotW6zPzavA1N/zbelOb3G9slUoaJIm2KqqJRRSdUdaXnacvHDxrP+EFifMDhvMP46f3a/Gp+f/P7bDyykXGp41g+bTk1tTUcPHWQSFMkQ+KGeH5STh0BX/0LlvyP21XrLHW8seENcktz3a4boHQ+oKyz1PHsR882Jdny0/sRFRjF0MSh3L7k9k7NRnFFnzGBqVFD2NdQ1O46qVGpXDPNGSjGhcXxwBUPiMrFioaLR1zMz976GUUV7W8DYM2+NdTU1/DDxT9ssXxQvLgB+LfKefjJt+LfbQfh2Z8noLHb8TcMqK9OSfK5AfUX1BR81HtQvE4BIhHFaI9CraWWB996kPDgcLSKliGxQxgWPwyb3Ya1wUpEcASf7/qM+7VRGBe5P4H0ll9+vIcXn5vOi62WB6Rs5Y6hKfhpUxvryygoGkWkcddo0Wm0KEV5bMs/QqVBix0VRacDRQQPaLSgaQwuFJruo9E0ZQhVAK2ioEEcXsdvfEVVqa2tRW9RyMvPFTMWGrOHahSlaayAarc7089jB1VBVVRUVcGuiBo3dkUEJvbGDKV2VGyqiqIo2BWFGbrOZbYdkeBMIGWz28gtzUVRFMKCxS/rPaf2UFRcRG1dLadLTwPw0DUPMXnYZM92kHfSo8ADoKJW9EAkhidSZC7C0uA6j860ajumObM8278LAcYA/nz3n/lkyyccOnmI+PB4LFYLU9Kn+CzwcKioKhO9ju04mHOQq6ZchaZVz5CmMbjVaDTcOudW/vL5X9odfOuw+ehmLp14KUmRrss4jBwCeV/C+p0iELnmIbG83gqTh00m5PpH2Lt5PYsW+3YsjSQNJDL4cKca6qx1fLrjU+qsdeSXiq7unPM5fHvo2zarnwnXMczYc6PfLVY7T63ezulilZgwDY9dPhGDrv1fu0lRLf/Lh85ay7Gn56HRTANcVycG2PfqL/m24BA5Jn9CgsNJjk0mwC+Aels95loztVY3VVhdaD7ExhESJMTEcSDrgNfb8pR/F6v3VtVVsXL9SspqRO6MKP8o9Do9gcZAPvjqAwL8AnjugeeICI5g9KC2eTfapfF8bFCMKYYHL30QgBpLDdYGK7WWWraf3M75yvPsz9lPmMbInJgUjIldm9lltVrJTMnE3mBn6fSlRId5OHXYS9VurjadKT7Dj1//MddOu5Y5o1xnVM0clMldi+7ihc9ecPl8eFA4pVWlJEYkEhbU8XiN+Cj4n8ahPbERYibM4ZNw5U8CWfO3CTKnhyR10YAKPkxG8YXhTfCxZv0a3vv6PY/X/2fePu7duYaIiQvcr9xFq4+cZMmKGLBObVq28t87KXhrLH7tdAs371L+y9MHuWfOfI/2ZTH6s9kUCEB5dTnl2eUtnp8ycgo5ZW2zqXpDp9Vxuuh0l7bhTlfzfAT5BXHbRbex6cQmckpzqLHUEB4RjqIoXLf4Om646AZGDR7ViS13bmBygCEADGAKMHHF+CvYcGQDuaW53JZ5OdFH9sOOb5wrx6dCQqpnG9YBQWCsMfLqZ69y7zX3dlvgAZCp+PNf1dLhAO1aSy0h/h3Prpk4dCIzhs9g89HNgOg9iwyJ5OKRF3PJhEtYvXs188fMJ8AY4HHbhqWI4ANg7XZQJsLzdwVxz9wu54aTpAFrQP3pBBtEV3FFnWczOupq63h/zfte7SPX38Dp47t8FnzUWRrINVdwssTMp7sK2LbPwN4t6Wh0VqxVzl+12sRt2HKnUHFiIhkPfY3JGEBOaS3v/zyF+UNFJc+f/mczzz07FgC/mGwuHxVJvbUeo959YT+lg3W0Gi31DfWdfo8aRUNsSCzb922n1Fzq/gVdoPogw2lkcCRXjr8SEANO9+fu56uDX6EJ1ZAQ08kEcvW1UFMFAUFdatu4QeMYlTiKiOAIGDK25ZM71rUNPnSIAdatxQEmCBscxiszXsF6yArdWCUhfMQUovb/l+J2cmYoisL8zPmMTR3rdlt3LbqL4YnDUVWVcYPHERoY2vTcFZOv8Lpta/4KR07B2GXOZQ+8HMvDb0FeHoT3Tv42SerXBlTw4bjsUmmp9OwFFaDT6LDarF7tZ0PBMQZt+ZyI6ZdSk32AgkNbicyYQkia9+W20+7bTO6OWYgRsM4TR/NJiekLn2Fh+lne+Lqc6mOLOL3JOctmwbIG4kfsY8zocr78l/P6/02Xv8pv/nWOYP9gbrroJqYPn95hHQ1tB7MwJqRPILfC/eBHB42iwa7aUVAIDwyntqqW1RtXe/z6rmhQfVtTJ8AYwNQhUwkNCOXDXR9ytvQsYYGdmIKZOhxKDsCV08AKHAc6Ec+16RkwIKaTN08HYmxcFgoE0nGnS+PIXf0wPTiKu5oBH8aI9opSco/vaDfw0Gq0/O+c/2XG8BkebU9RFGaPmu2TtqmqGPtx5YNtn6urg40bYelSn+xKkgaUARl8eHrZxa/Cjx/M/wErv1rp1X4O+Wl49vv3mLN3LdtrijkZYOSK49tZ+sDLIveHh06VVDQGHk7GhN2g2GkoGcrYhX9hfPx5/PRi9MQNs7/gY30dZQebfRvadeQfHEP+Qeeii66+B1tjAFZZW8kra16hvKacWSNnYW2wEugXiEFnoLC8kOyCbGottdSez2u3nWV1ntcOCfIL4vDhwyREJ6CqKuv3r/f4tV0xXtUwJjSOiTrPu9u9MTxuONdPup4gv070XBiAgNMwf57z8TDEVG+/xseFQPPSMQGI4MEfyKVloBIImBqf98OZ3OsIMJIOB3a2y4izhyQcMVq4AhEoARarhZc+fokNuzdwpvAMz9/3PDPHus/se+bjlWw89C3rTf7QOHg0MiSS1OhUdmTtIC0+jeDgYCYOcZ2ttzudzIVZd6rkFjmjs8w0+M0P4OP1KuEh5SxcKHN9SFJnDMjgw6OejzqgCiYOmciUtClsO+G+YFVzhX4G3sMMAeIb+zNjA5O+/gfxS2716PX11npe2bAHmN20LGnO88wbdppgg+tLB4EGlZtmfcMblVHU5U7g3ZVZVNbX897GEjasHUZQ7HHGpH9GalDb9//vzf/m35v/DYjLCiOSRnA45zAlleKMN7va3m4ZwsLCQiJCIrDpbC7rizRXVVdFnaWOQye9L7PurXirlbEafy4ePpkJV9yFNjZJXHroJmkxad69QIcIFCIQOWaaMwDNh1ikIAIKa+O/zSftBAMFOHs5XM3uVYAQOhd4uNpWClALNOb30ml1DEsexqZ9m8gtyqWwtNDtZkq+eJvnsjdSGRbYtGzMoDH8cOEPMegMZKZksubYGmqqajhz/gzDYof5oPGee2MVTYHH3Enw4M2wpLHz5Zp5ChQVgr8MPiSpMwZk8OFRz4cRcWKohvmZ8zmef5yy6s5XB7VrtdRYnFMAq+utnC2rICO2bdVZEEmcHlp4Ee+t28LpXRPAZiRn/QO8feAY42e9Q6DOxvDISgytLodoNSov35fNonGZxASLEuB3TgMegpr6aD76vog1+9Z02NaSyhK+O/xdi2Ud1UQx15gx15gZkz6G4sriDrcdFhBGncXzXBvuRDfYmaAxsM1aTZVWy+DaWsZEp5Ielcj0RbdgSBvTahCj4lUyr26jAGmIHgxPhbazXAt0f63Ctvwab3ViquviqYtZPHUx1XXVWKzuB4hU7lxHZYQfBp2B5Mhkpg6byuxRs5umz05Om8w3Wd+QHJpMQph3b7DwPLzzBVisIkW6TisGhzbdd7PMoINn/iG29ccfw0OufjN0bXiOJA1oAyr40NRFwuubWFWRgvauczRd7Fad/6pNyxDPqwAmUB8RJ2BVafU6xeN/39BauObcWm6aksK1d6QBkfz6V7t5/MqWha4cwoJ1nPrbdHJLa/jtR7v4+7vx2EvS2fnh7wHYMmQdP7r0v+i1ekYnjyYhLIFg/2DS49IxuRi4GGAMYEjsELfBh2sdD9RMjEr0aCaJtca78TPu/HzkLMat+C21R3bSUFGCMW0shqj49l+g0YLd1rvBR3Tjzf04X9/ydUVfBRgOnEJcgmkU6BdIoF9gOy9qZLMRmDqChakpLBq3yOU4mc/2fYalwcKpklOsPriaaya4zkbryh/fguff9Xj1DqW2F/cED6ivT0nyqQH116Pmj4cckW7al2VcPGbX8+Fr8/nwNeei3/1+PDdMKmdkQmi7L0sMD+D1H0xg2cWnuPnJnRQcENe/racv4tn/mQOK6nE9kZp6z6rXLi6vo8zegF21o6oqxagQ6PpsGewfTFx0HHllbceFaBQNOq2OyKBIdBodew/uZVTqKGrrazldcBoVtUvF3uIT0kCjwX+kh8m8Gqyg7cWPfQBizERPBx7QPXWGtIhx0EdpygTskVVvEn3dfdzo5/o60K4zu9h91llbJ9DoJphpxVGRFuDWyxqr1TY4q9a2uLVabm0QPSZ1FrhkBlzbOpeYFjEm52Q9mM0Q0vH0X0mS2hpQwUdmigg8wiOt/PXdbDG7Q1FFJk2N0vTdrIB4TOMyFZRS0JidyxzrahQFTePrNYrzJpJ7Nj6nKBwpKOPW/xvhsl0zHzjHuX+YMBo6PjnMG5bKuTdTmffUBr75zyywGb0ZvwrQlCTNHYvRyLeotM1D39aIwSNc5vjQKBr8FX/yivLIyWt8XuusLpyWkkZlXSVhgWFoFA37T+z3+H0A6Gw2sk/sJmbJzZ6/qPl/Xk8yAcm0HKtxodACI4AamgagcpKOO8viB4GLwMNca+bfO//NmfNnWixvL4trexwzqtu9ZNIVUYggctRIOHFCDCIP9C44kqSBbkAFHxGNVc4tdTpuXDDcuxeriFkFHZeOaNeklDjWLvuCd969BAAlbjcf/8nAlXckUnYyg/m/283G37m+/HLmfAXv7sgi+5yF74/WcmhdY2G0oHOIhAwevgVVJbsg2/2KgKa90aUuWGyuTwwxQTHszdrb7uscWUKLK4tRVZWw4DDKKt2Pq9HY7Swzmqg16ckencl0j1vaeS9++iLxEfGkJ6YzctBI7zcQR8eBR3cHRJ98AlFR3bd9BTFGyiED8TdjBCoRVaNtiGNgAQpaBhenSk6x7sg6ymvKm9LHN1dZ5+H0+EaOzjSfXl3TI8a4ND+MaWlw7JgIPhITfbgzSbqwDajgw5EMqKpKwWIBgze/QhXEtMYueHuKwtypR/nFe8e4/7J4lmaM4u77v2TlU0vY9OV4Hh17jEevSW9av6Syjjtf28cnHw9FrZnQZnsLrtsMXOvx/q02K6eLT3u0bkRIBBkhKRzJPeJ23dbF1gCSwpLYeXSnR/tKiUrB3+iPucpMTG0MJ3JPEBYchqqqmKvNWG1WJtZbGRQYhl9QMAoqu8MDGZIykmWzlnu0jyadOMfX1Nfw9c6vMdeYGZkykhd//GKHOVGaGBEnq0BanpgBXnsNUpsl/IrvYJxKV9ntUFkJV17ZfftorfnfSihiiq+KOIFvLoKYlnXst2RtadPb0dz56vPtPudKU/Dhi5jOH0in/U7A9HTIyoKiIojuviywknQhGVDBh8kESmMhstJSiI31cgOeDZdoX2wS/2vQ879/dubh+Os1i9mw7xMOf3kljz+TxLwRpczMCGfZyxv515sToWGKWFFrwZR6iPCYMswVRpISLLy/YolXuzfoDLz4gxc5WXiSjzZ9xNmys9hUW7vrXzXtKo584D740Kgtf14qikJ+kWeXd0IDQ6mur3amVVchMT6RWouoFRMZEMk0q44cPzsHgloOoh03aJzHY12cjdVBbTX4e95N7m/w58Y5N/LK56+Qfc6zniPCEGMh2jv5pabCvB4oTFZYCG+9Re3/3s3qj6G62ll4uPXN1XJHwWBwds40/9fVso6eUxRgVz5K9AL4SDwurT7PxhOBwPgW64PadF+r0eBfaQVVj7XBOS7Dcd/aOG5DowG9DvadoNW2uiAB91cf/fygqkoGH5LkoQEVfGg0EBYmAo9OBR/V7lfp0JBR8O0nkDSkaZGiKGz+1TwSsjZTc2IGi39aStDgzRR9f7loc9gpLp57ho/unU5Y4LguNkDs75VPX2Hb4W1otVqmj5vO+VrXvyo9rX+RV5xHfFQ8xZXFxITEUFBSQF5p+0nJWrenuKLZ9FyFpsADRAVZo8WKOTKizWv99J1IWjFuJqz+F1zieeVhRVEIDxbdZjNHz2zZ66HQ9q9Iixjf0dGJz+rbWT/tWrcOJkzg0XtL+dP7vq1E23ljWz2OAK50+6pPPvV+T7nlxzhVbCAxPBG91lUCFNeq6qow6o3iNZ7EqYmJUFsLu3bBhLa9lJIktTSggg8Ql14cwYdX7IikSl3V0DYJV6gxmC/+GMbsZeXUFCVSU9R47XjwGqzvzUej8bAYmAfe/PJNth7aCoC9wc6mXZuYNnoaZpsZe6s5QNGmaBRFcTuFNrc4l9ziXKaPnM62o94lY6u3uM8hbtS7vj7WqbwrGg2MvQiO7YX0sR6/bFSqKBYXHdrql20y4DpVS8f0np8Iu2SZKEhS/E/xcMgQGDpUHIbmNzFA2vUyRXH2fjT/t737LZYVFaFGRbt/TS2o9e1sp9nb0WvBoBe9G3odGIygN4irOTqtGGjq6Akxn9lIrd+X/OXrOrQaLQlhCaREppAalUpGQgZGnZhyVGet460tb6HT6AjyC0KjaDhacJSUiBSSopK4KPMi9C4zt7Xi7w9hYVBTAwHdk0lXki4UAzL4gE4EH7W4S3XhmcypsPG/EJ0Mg9LFt6ufP7OSR3D3PetZ+YwoFx4/aT3fPzkZjU8uWjttP7K9xWOb3camfZsYEj+EyNhIquqrmgKO0KBQ7rn0Ht5Z/w7l1eVut11SXoJBZ/B4ZsKw+GEcyzvW4TqKzYZecf3Fv/mYqFw6bdg0TAFelDiPT4F1OyFlGPh5dpKIMkWhUTSUVJS0fKKfVFY3Nk7tvflmePTRHtzxugOeXV5SgTzEbBkj4pvpHNA6VvfHmTreH2fW3XLgTOP6fuL13/51Dat0Yv6vzW7j7PmznD1/lo3HNuJv8Gd62nRCjCEcyz+GXbFzuux0i12dKDzB6ZLTzLLMcp011hWNpucCS0nqx2Tw4amuXnJxiE4Ut8Ic+PxtqCwTj5f8D3+7cQ6hgd9RYdbz4rLZng1q9EJtfS0FpQUun8vOzyY7PxutRktKbAr2MJH0aebImUwcOpF3vn2HtXvXdrj9qtoqTAEmis0dZzk16AwMjh3MsdyOAw+Aq2x61ke6HulbUlnCpzs/5UzxGe5acJfbbbUw/mLYvQGmezZupri8mPuuvo+LRl0kFmgQM1j6yXnGMau1vvPFh7uXArSeLBKOCChsiGDDRPv5UUIRl0fsjevkdXzVq9ZSy4n8E+zN3tu0bFjiMAKDAympcgaYqZGpaBq8mDKj1YqDLAMQSeqQDD485avgwyEmCeZfB9vWwMXOAahPXH6xj3fkVFBaQFVtVYfr2Ow2TuafpFB1fjT8jf7cMucWAgwBhAaFklOcQ3ZBNja7Db1WT1JUEvER8ew5vQdLg4VREaPQ68SXr16rR2dwbqu6uhqj3sj+7P3Y1Y6Ti0XU1XPKYHRbjM/ddlwKiwIUKDgLscluV0+MSiQxKhEG4SxD39k6Kbt39/jAREfPR58NPlzRAUPcruXkON/XA0V0GLzrtXqKylrOmz+ee5xhccOYO2ou3xz9BoCahhpRE8dTsbGQnQ3DvZzKL0kDjAw+POXr4AMgJAzmXQs714vMm4HBMGqqV5VvvbE3ay/1VjdnH1XlptA45k+7rMViP4MfN8+5udWqatMXfGFFIfvO7KO0qpSyqjKGJw6nxlrD6ZLTJEckY9AbUFGxKlYq6iqIS4gjNCAUf50/Ow/vdNmuoXaFPD/3qUDrrJ2sFTN1Ibz/Z7jxPs+mRWgRv8a72iE1YgR89RWMHt20SFXFGFSLRfyr00FwB+NDy8rg1CmRuiMpqe3zVits2iTGQO7bB3/8o1he57uyOn3XGcBOhzOhrDYrGp2GMYPHkFeSR4m5BEVRWDFvBbHhsag6lfUH1zN56mTv/r/1ejHuo7i4e/OqSFI/J4MPTzTQsmS5L2k0MLnxmri5HLauBl3jAMu4FNTkNJ9cfnl33bu8+NGLHa4T22DjJyNmMvcHj6KEtp1d0lrzdsWYYkiLSyO/LB8VlSO5R9BqtAyLH8ap4lMkhiZyOOcwY4aOoaahBhWVspoyyihj7LCxbDvUdqDqtEFjOZcxmq/3f91hO46fO05pVSnhQeFu29yCRgOXrxDHPCwaMtzMUgiB4hK46irIz3ccA2fc0t4U1rY3P+zWS7ErKnZ7Y3rvhpb/x1qtyj//qXDDDS2boKrw+OMtx22sWwdz57Zc75e/hKefbvsWEnqjAF0v0Wg0HY7Tqm+oJ6c8h5DgECJCIjiWe4xP9n7C3MvnctFVF7Hx6EbiUzuRf0WnA1v7U9glSRrAwcd5b3IWeTZrtOtCQuGiS8V9VYWzJ/hm5UMwYzHzxszD2mCl3lpPkH8QVpuVXSd2UVFdwcLxC90GKC99+lL7vR6qykvDZzBi3g0Ejr2o082/ZPwlnC4+zZlikSwqwBjA6OTR3H/J/ZwtOcvz/33e5cwZjU5DSGAI5mpntWGNzYa/qpCZnOk2+AD406o/cd+S+4gL8zzjKwBBIWLcx9HdsOMbms5WzZupIMYbRMF3G6PYvDnTu3241PGfns2msHkzLYKPggKIc/H2tmxpG3zkNGazT0wUr6mqgnvugbu8HBrTLwUClaBRPQvazbXiczdm6Biqqeaf7/6Thx9+mNjYWKI603tRUCB6tyRJateADT487vmoAErcruV7igIpw5i6cDkfvvsE/zlfwJHCk2Sfy8YUaCKnOKdprENSVBIjkl1/2RWXF7N211oyBmWwP3u/61LnisLqvGPE5xwncNRU8cutEyKCI3ho6UPsO7OPOksdk4ZOwt8gBoumxqTy+LLHeWHNC21eV2AuICI6gpGBI9l6UEwDvt0QSebND5NdctrlvvwN/tRb65uOQUVNBU99+hT3Lr6XIbHeDBRoNNx1antAXPNPE3fVcvHvmDHw0kvOKaOq2nKaqlbbdupqezetVmTb1evFv08/LXo26urED+iVK0V29HXrnE1atAgGDYKXX4Y8F8Gx48rdAw/AT37i/eHo18KB8sZi0q1iXUVRyIjPIMgYxIHcAy1yyuSUOusTrVmzhhtuuEH0nnijtlYMsOmN+kGS1I/I4KMjDYiaFL0ocGgmt/zyn2x54T7+UZ0L0Gba62fbP2sRfBRXFHPo9CG2HNzCml1rmqa+xoTHUFJW0uIL1+GTqvP899O/cMP695mSPomx824gaOjoNuu5Y9QbmTzUdYXZ0IBQ7ltwH18f+po9Z/a0eb6guoBpo6YRs3sHs374KIpOx9DYocSFxWG32skpyCEmLIY5mXOYPXo25lozX+79ElVV0Wl1jEgcweCYwV632S0zoh6JwXlOCQ6GqVN9vytw1igrKxM9Hx9+2PL5W26Bt96CZ58Vj6tcjCF2BB9dKBjcs2yIY2xD9Fx05dztD2RA6qBUbku6giC/IOx2O3qdnpiQGIx6MY7oevV6cktzKawopLS6lNPm0+Sfz6eyspKZM2cSGhrq/b5PnZK9HpLkgQEXfDTOIKXMXX4qFWfegF5WfmQ7X5TngL7tN3JIQAhXT7uaeks9Ww5t4YPvPmBf9j6X2ymtLCXIP8hl8AFg02h4t6qEd3d9yXW71vKLV7736fsAEYDMHT7XZfAB4H/mMNfe+ii6iJimZTqbjl3Zu7DZbZyvPE95VTljB48lyhTFzTO9qGjbFa0KlXXnSd0xLfY//2n73Pvvw/XXi/uOIGX3bjGLxdhsbK6jnf1i6IEKHIa8vDz0Oj3RqdFiGnNX8nRpICYjhpjE0e0OFtcoGpIjkkmOSBZTdZNFYF9WVkZAZ5KElZTIQaaS5KEBF3yYGpNCmc0dr0cZInFRH1B4dCcHXQQeIL5A/+/P/0dydDKHzxzucDtBfkGUmj273hRocj/gtLO+2P9Fm2XRZRUkWexMGjQRXeLQFs9ZrBZsdudZNL80nx+v/DE3zrqRi0dd3JT6vNvoaPpLaT64tLu0ToKbnAxnXNRccwQfhw+LgOXgQeeg1hONtU1cBh92RKXZckRvQzLt58/oCeWQm5fLVY9cxdi0sbz60KuijWld3bAqpkafAZr3Djkq8Dr+pCIQtXg0EBoa2rkeD4CKipbFAiVJateACz5CGufsm82iwJzLS7MW4GxPtqp92f99nbzcYxj1Rgw6A3XWOiKCIwgwBKDT6jBXmamqrXIbeIAYFxEbFktOcY7bdacM755rCja7jWMFLZOLzS23cvGsOzAOc127JsrU9tdknbWOv6/9O+9/9z5Th08lPiKei0ddTExojIsttG2DVwXpUmgTfGzdKu7fdpsYd+HLnFIpKc77n38Ol1zier05c0QAUt34y37UqLbrtAk+7MA+qKqpIsAQIMY0HAaSECfh3hiqEASJKYm8+MCLjEsbJ6Y0e1t3yRVFEbPUVERSOEdvlR7xfn2dAd0RJcoARJLcGnDBh6Pnw2pVqKsT5RhaUBHjPPpId3VoVCKVhWdJsFSz7exxAPLPeVYxtrWkqCTOFIif0Dq7nVENKiUayNU1OxHb7dwXM4Sxl93W5ba7olE0hAeGU1JVQkRlNYsMMYy49odoO5jae76y/alJtZZa1u9fD8D6fet58JoHGRzrHPex49gOdp/YzdYjW7HZbFgaLJRWlhIaGMqgmEE8fZeL+aitNSssNrjVkJI33xRjP+680/1mPHXVVXDkCMTEOC8TupKYCOXlInv5gQMtB7nW1qootgZmz24VFdVAXX0dT/73SS4adhGLRi9Cg0b0Dvgih0ln6IE0mBIzRQQLYXQ+gVtz1UCWi+UW4BQwFN/2+BQWdluOHkm60Ciqu6phPcxsNmMymaioqCDE0U3hQ3Y76PUqdrtCfr6LqYtFgPuOgZ5jt/P9a7/hpQPfcULpWkQ0MmUku4/u5LawBK6dcz3RU5dgPn2Y99/9E2+U5WGy2Xls3Hym3vUHMPri29+1ems9J9e+Q0J0KiETOq77YVft3PTHm9wnR2ukoDBp2CTuW3ofGw9s5NkPnsVqa1tBdsyQMfzqf37lslelBS0wihZhelYW5OaKngeHvvVXJKhr16HMb3V8Gz/fpVWlbMvehk6jo6CigKtnXk3geE/Kt3pp3TrPart0h/fXwdAO9q0BRuO7n2DHjkF6uo82Jkn9jzfn7wHX86HRQGioQmmpGHTaJvjoRKHU7lR/6jAm/2DuiBnKLwqPip7jTkzjC2ywcb02gP+bdSOZ1/4YxU90+ZjCLuaO0dNZ+u2HGEIiCJs837dvoLXj+zAW55OROR8SBrldvaa+xuPAAyBzcCY/vfqnlFaWcuj0Ie6/5n42HtjI90fE4Fmj3sicsXN44JoHmmY9dMgG1AFBzkVDh4rqsH2dy49JCOAP4YSzZMwS7HY7RZVFBEZ0Q+DRm+qBkgbRu+GC3W7nqY+ewr7KzsIlC5k82fUMLa/I6bWS5LEBF3yAmG5bWtrOdNsUxDXwvvBL1mLhyzcexWQuJ3hQBj+qspDr58cnei8bp6rcHTOU+fc97/ILUtHpiJl/g4sXdpEOCEYMbFSB/VshIBhmeFbMDXCdl8SF2LBYRg8azR2L78CgMxAXHsdPr/spAPPGzeNnr/yMA6cOEBwQzC9u/IXn7yGGFoGHwzH3NfH6Jj9gOJAPlILGpCF2WKz4f7qQKICm/a+3Lce3cKbkDPfcfg+jJ3s/pbyNvDzXGeAkSXJpQAYfHU639UMMdjvXgw1qR+6Hf2P0uLn4aRQSrr6bQf99g+tWv4K4FuC5H0UM4vL7X+ieX2ZaxKfI0Tnhh7PkuWNGQQXw0WYwRYky9l44W9zxyN9g/2BumnUTM0bMwBTour69n8GPSyZfwoFTBzhvPk9ZZRlhwR0Mpmh6IdBOdu3iZoV7+11aBw2igmzrKrIXEj1i7EgzB88eZMuxLVTWVZJdmM2sEbMYPdgHgQdAZeXAyl0vSV00IIMPt4nGuqOIXCck3nR/i8f2gGACVTFezp2/DZnKp7mH+areTFldFTpfTZ014ixv7o/4BKmIRFyuKr2qKhzfCYP9IXiY1z1K249td7lco2iYOXImty24jdCgULfbWTxpMQVlBew6votAfw8vMQxCnKibqamBadNg/37nsmee8WxzUg9SgFCrCLByGxcpCjtP7iTYP5hFYxaxYNKCNgFKp9hs/axcsCT1vgEZfHTY81GHOJH2kDpLHX6Gjgd3VuxcT8ioaXyz+VPKdO57PSarOhIuuozgfx0BwF/xMkV0a0E4ezNcNdVR+8SVTz+FcePE/NEKIBuPA5Ci8iJW71rdYllKdApzMud4nd9DURRuW3Qby+Yuw+Ao3NcRAy1muTg8/XTLwOOvf4Ulnl9FknpKPVCqF3/PjRLCE1h++XImTpqIf5S/tx2I7dNqoTNJySRpABuQwUeHPR8q4kuph6ba/ur1X7Hr+C5CAkJIT07n3qvvJTGqZX/41veeJS44nJeLslxO5bPbteTk3IHdbmTFsA94+K5fEThsDFeVnGPe+XzSLrqi8w00AAm4HPfg1tGjkJbmTFxhQgwArEL0kpQhAhIQvSh+iORXjYHOiQMnmmq3jBo8ipuuvokRE0egFCti1kYneDTIFFwGHtAyB0dBgZgO2ykqogtLT5veFamL6oBjtKnLFBoYysyImY2BCSKY9lV+ltaZ4SRJ6tCADD467PnwR2RWPEGPBCB21U5lTSWVNZXkleSx7fA23rr1cU5uX02AIYDMEVPYVlPOqerzWPSuf6qVls4iL285AJ81JHKzbjSFuyCrdhmHC6HwVSgzw8uPQKK3J0sL4os8rvHmybARVYXvvhNd0QsXtnwupPEGIq+EGRF0OGIC1bmPmroahg8fzrJly8jMbFZJNgHx/+Qi66fPtBN8OPLETJ/ehcADoAo+ePcD5k+fT9hoX/T9uzBQZ19UIsoi5JzoeD0/RHbX5hQFgoJE9raQEFHEx99fFFvUaNoeU7u9n+Swl6S+ZUAHH+2O+QhEDDp1US20u+m0OiKS0ji67j1eydlE2c7PqNLp6OjnsUbjrNWyr3g6Gde7Xi/9GpV3f6+wdHYnGnYOESik0nFipi1bROarmTPFF3dHXF2uafbdPmvWLObPn4/S+gtf46YNXeWYpePqqca/mC6fbwLhkgWXYIjw4BJQZ/XF5CPdrQHnYPGkNJjcNs+HqqrOz1QwYmyP47/BZhMpYysqRMW+c+dEeeGGBnE8W+fXd2R1UxTIyOi2tyVJF5oBGXw4Lrt0WFyuroPnfKh1mu+K6gp+8/7TXJWURkz+cXKackK7lpe3jNzcW1w+FxMBi6eJH2fvfAE1dQpXPih6QO68uhONrQZqcH3it1rhyy9Frfnp0zux8bYMhg5OzMGILvO2+cO6JggYRrs9PI6rXl3uZddA4GDf5Naw1dqw5Fnwi/VDCRqAvR379omibiA+D6cal7f62zpTfIajeUfRaXXMG90YlFQCxYjeNBD/wSEhzjoM7pjNkJMDgwZ16S1I0kAzIIMPtz0f0GMzXgKMLQeqDVK0JGYfJn//dnZ2MA61tPQiTpz4NTZb28EYNyyAf/zO+Ssd4IFlML6xAOxdT8DR0/DbO8HkxViO6lp46RXYc0A8bv7DWj2TD4mXwXuapuUtnndx393zbtdtALUasLd6Hhfrtret5uv6A1rnshMnRDr1Z58VMRX0zVL1Nedr+PKrLxk/fjxDpzXLqtWfLrvU18M334giOTabONCO7qWxYzu+xnX+fMssqllAhZimvfGrf6LVaLGpNr7d/y0RMRGEBoY6gw/ATXzfsexsMaBakiSvDOjgo7y8g5XCEYmYullGSgaff/85AFq7nWV2DWcD4C8dBB6qCsePP4rdLrKUGg3w81th8z6YNR5+enPLwANg3HCwfg+Dl0JOITz/Lrz2iUpassL44SIISYkV600YDv6N+y+tgMdfg017Yc8xkZbetZR2lvdvp07BRx85gw9Hqfq+FHwEJwZz/Z3Xt/1r7k+XXd5/H26+2XmAm9uxQxSvcRx0g0HcHzdO/DG3fp+DgT3gb/Rnw/4NHDxxEAWFqLAotu7ZyrVLrmXvib2MTRsr1u/MYGqH1n9okiR5ZED+5QQ1ftlUVnawkmeJNbvs2lnX8upnr1JRXYFNo+EJjR3/ymKWGEMIN/rxT2vbRpaULGgKPACe+BH85Gb3+9Lp4NQqePQV+Ndqlew8hd1HYffRlusF+avMHKewaR80NKjU1jsCDoXocJUrlyoMb8zN1PzHtav7XX3eo3UBCkCxtPN8e9tqnFXTfCay4/kzZ+DXvxb3m4+ZdZwb+9wYQx9W1e1Rdjts2iQytbkKPAAmTWr52GIR6+7aJf6IWwcfCuAPUURxy8JbeK70Oex2O0fPHCU+Op6vNn3FnYubVQKsovP5PuLjRUG5Lo0+lqSBZ0AGH6Gh4t+Kig5WqumJlogBpglRCfz21t9iV+3szdrL5gOb2afAuIyh/N+Bo/zV7JxXWl2dxokTj7bYRnvf2a5otfC7u+E3dyhsOwhffw/ZuaArO8fxmjhO5qkUlSp8ucXxCnE2fu1XMCEDMtMUNOFAX6ttUofnafEdWWw7yLumqs7gY8cOmDFD3O+LPR/92r59EBEBI0d6/hrHWKApU1w/ryCm0dbChv0biIuKQ9EqoIWI0AjiI+KJj2yWutbzdDFtRUSIKeUy+JAkrwzo4KO6WoyT1Lf+1Winx4IPgD//+M8E+gWi1+kxhZuoC6yjxlLDsNxC3i09h6rVU1h4ORUV4zl/vmXhNz8j3LCwnQ13QK+Di8aKGwDbD8PkOBoaFD75Ft79SlyKGZMGd18rLu00cVMItlf4ARmIGTlliP8/DWJabyjO2QwgBsy66SloHpi++y7ceafII+XoGZHBh4989x3ce6/vt9s4ljczPZOQyBAOnzjM8CHDsWltTBs9zbmeATFtuyu8if4lSQIGaPDhyNUAYtxHVOuTaQ8GHgA6vY53t79LeU05ZTVl2FU7u3ZM4E9fL8AQmE1lpev6E1qNyrcvK8RF+qARjWdVnQ6unS9uLmkQJ/oKxLTGKiAA0YvQ29/B/o23GMSsBx2e5SVxobrZgOMdO0Tah+ZOnaJ/sdvFraFBnCzLysQU0tpaMdizrk5czrDZWl5TUpSujR05fNj1clWF//5XTE/95pv212l+nczx2NEex3P19W3TzDaOWbp88uXY7XayMrOwWC0MiR9CdV2z/9xIuva5zctz8QUiSZI7AzL40OkgOFilslLpE8GHQWvgZPFJ1GbXDLJODqPeHkB9s8AjOBASomDpLLh4HAxLURia1LNtxQ62fTYUFOqsdU0ZSP0T/NGmaDt9sve5Lo6BcFcjbEhfu+zkSm6u88SuquKam0YjTvrLl4Ofn+jOCQ8X9/38nOv4aqZM81korc1vL8L1kqvgxdB4s4BGo2FYgrOgob+hWVdHVwN3rVYU/Anr7KARSRqYBmTwARAaqlBZ2c6Mlx4uLFdtqQa7jUl5Jby24xq+OT2FqmpnnoH7b4Jx6XDLZT3bLldqLbU8+9mzVNRUUFVX1bT8huk3MFudLZKQXSA+/xzuuQfuvlvkmnr+eZg4EV5YvpPJP5rY281zLzER5s5tu/zii3u+LT1NQVQkPkv7U2kD6PpA3dhYMSdbkiSvDNjgIyxM5AZymWjMkfa7h8o1hJaWMeZYDitLc1l3fCIWa8sER8//tGfa4YmckhzyStumfv1g6wekRKaQGprqm0qhfcAll8DJk87Hzz3XeGddxQD+y+mD2rssFIEY+3Ec18noon20//BwEYBoNP2kS0ySet+A/Qp1DDp12fNhQtR3+e9+KCum5bUExxdd47IGK+h0fLN7PVm5WUSHRTNpxEQSwhOcL3NzyVwJDuVjxU6DVktyysdkZa1oem78cO/eV3eLD48nPCic0qqWGdoigiPQKBpRb8WI+FXZXWxAAeLyWB2i6zyWvnPJR+o7/IB0RKkEO2LwcSDiM+qrMUoREeJWWSmSjskARJLcksFHeTsrBAABxZA2r8Pgwa7a0SgaRg4ZxT33zWFx4mLW5+/i+sQhzBg1o8M2OF4LoPlM/Jua+h7R0d+xZcvfATG2oy8J8gviV1f/in9t/hf7z+wnLS6NuSPnkp6QLt6LDXK35HKs9hgZEzKIj493v1EvqYUqWXuzCPcP5x9f/YPFMxeTPjndd79kpQuLEZF4rLsFB4tsqzU1YiyNJEntGrDBR1Nl2x1ZMPSs65UazM4Kt+0EIH9e82cSwxKZM2wOAH56P2yqjSfffZJ5Y+dx9ORRll+5nIigCDISnYWnzhSdYf+p/Vw+5XKApiDEbteTnf2/APgb7Nx6WW9PIWnL3+DPijkraLA1oNO2/Qh9vu9zzpaeJX5ovO+DDxWUEoW9Z/dyuuQ0dcY6TpecJr1CBh9SHzBoEBw/LmrDxMb2dmskqc8asMFHU89H5FCYO7TDdTsKQK6ffD0nCk6w8ehGLp99OaXlpdhVOynRKazduhadVsezrz2L3qDHFGTi1UdeBeCNNW8we/RsAGw2Gw22Bux2Ldu3P09l5TD0OpWPn9UwNt1X79gd76dTugo8aiw15JeLvPQljmJfvtSYQGpx5mK2Zm1lXMo4ooKjZOAh9R3DhokRysXFchquJLVDBh/lHqwcDCQCOc5FR84eYU/WHsYMHsM/vvgHMZExFNUUYbfa2X9iP0PihxAdFU2luZIGSwN1dXVYrBa+O/AdhRWFHM45zOGcw0waNomauhruuuwuqqqiWbJOTAkcOVhpkdqgPyiuLOZf2/5Fg12M1N383WYyhmcQGeWLRCTNJEGwEsxC00Jnbo9g3+5C6kf6Yg2buDgxCFUGH5Lk0oANPjwqLtdcJFBK0zTcOksdq3esZsvBLUSHRaPT6RidNJpAfSBJcUnsObSHIH0Q5iozIQEh6HQ6/Ex+rPxiJQ2qcxpNWWUZSVFJRIdGo6pw9Rz4aD3sPQ6L7oFf3S7Sofc1auMXvqIomGvNfHf8O7af3I5NdSaoqqyp5N1/vsttt99GcLAPowMFSGq8SVJfjc7r6/vXrwdJ6kFeDShYuXIlmZmZhISEEBISwrRp0/jyyy+bnv/oo49YtGgRkZGRKIrC3r17fd1en3H0fLicauuKhhZd+3a7ney8bBosDfgb/QnwC2DFghXcsuAWfnT5j3js9scACA4KpsHegE6nI/dMLlRCoMaZLvOxfz1GWZVohKLAP34Hv7nDuZ/PN3X+PXrFwx+PBRUFrD28lr9+81eeXv00b21+i+e/fp6t2VtbBB4OJedLsPW5KmzSBcXSQ1UgvZWe3n6GV0ka4Lzq+UhMTOSpp55i6FAxRuKtt95i6dKl7Nmzh5EjR1JdXc2MGTO47rrruOOOO9xsrXd53fMBIv9HA5ADqbGp3H/N/fgF+REcGMzs4bObVvM3+BPsF4xfgB8pySmsWLyCsKAwDmQdYP+p/SyeupiH334Ym92GTqfDoHMWHvH3g7Rmv+jHOhMzdq8OfpydLjnNofxDlFaXUphTSEFFAYYAA4q/QkVtR9X5xIweU/N89pLka22KM/URer2Y9eKygJQkDWxeBR+XX355i8d/+MMfWLlyJd9//z0jR45k+fLlAJw+fdpnDewuXo35aC4SqIVwwrlu1nVtnrbZbKzfv55aSy2Txk9i3oh5lJhL2LBnA/XUU1VTxXPvPYfNLnoDNGjYcmQLC8YtaNrGyx85t/fCg162z8esNivrj67HptrQaXTotXrqKuow6UxkpGeg1WibbjqNrsV9JUrBFGNCkd3OUnfqy5+v2Fgx+DQ5ubdbIkl9SqfHfNhsNj744AOqq6uZNm2a+xe0o76+nvr6+qbHZrO509vyhiP4OHbMy7xAGiAZUVitWdbEgvICYkNj2XV6FzmlOaiKSpWlis93fs7ZvLOcOnUKVAgxhVCtceZvLzYX88pXrzA5fTKmABP5xbBpr3guKEAlOLB3v1j1kXpuu+i2jlfSIo5JNWLwp7HxZujoRZI0APj7t6xSKEkS0Ing48CBA0ybNo26ujqCgoL4+OOPGTFiRKcb8OSTT/LYY491+vWdlZgIOp1KQ4PChAmwapUXJS8UREbNZrNfQgNCAciIzyAhLIG4sDje+uYt9p/cj6XOgsFgoKy2jNLCUi6ZfQl1ljrKq8s5VSjKoxZXFGMKMBEcAIqioqoK18/vwcBD0cKmLyAzFfTNogY/oKbZgBBXTQpEDMYFqHfxfHOOAXiuqqV2tYJqT1BVUfX1r3+FRYucy61WMPSxaKuqCnbtckba3ujr/w/N2e2QldV7+29dZbc1Xw62lqQLhNfBR3p6Onv37qW8vJwPP/yQW2+9lQ0bNnQ6AHn44Yf5yU9+0vTYbDaTlNT90xjCw2HrB3nc/YcEdu5UmDULZsyAxx7ruBBnkyhEL8gZ8dDPIGp4B/sHE+wvvmz0DXr89f4smryIvcf28vbqt5mQPoGfXOl8v0XlRWw8vLHp0kSgP8RHKeQVgZ/Rh2/YnYmzxZeo/ShMlumhO5SWBgsX9nYr3Bsoab6HusnTI0lSn+N18GEwGJoGnE6cOJEdO3bwwgsv8PLLL3eqAUajEaOxJ8+yThNnGPn8X5Xc+WAIq1bB5s2iyvf8+fD++yJAaZeCKFxlA3Jdr7JswTJKq0pRFIXQoFCKKorIK2xZlC06NJprpl/T9PhAFuQVift/+0BUs/3BlV14k95QFKjuexlVJUmSpAtLl880qqq2GLPRr5hMRBvK+eQTMe7j3nvFoPS1a+HOOz14vQLEIHpBXNBoNESGRLLlyBZW715NQGgANy26qcNNZqTCXVdDQuO03jt+D8t/3YO94Jp+1N0uSZIk9Ute9Xw88sgjLFmyhKSkJCorK3nvvff49ttvWb16NQClpaWcPXuW/HyRXvvYsWMAxMbGEtsX6xwYDOJaPZCaCi+8ADfdBBddBB9+CM88Az/+MbjtmElEjHs47frpMYPHMCJlBHGhcQQYOy44ZdDDyoch4z24/1mx7B9fwqN3wZBEb95cJ5iLYEhoN+9EkiRJGui86vkoLCxk+fLlpKenM2/ePLZt28bq1atZsEBME121ahXjxo3j0ksvBeDGG29k3LhxvPTSS75vua+06lKYOhV+9CNx/2c/g8hIMVtu3Dj44x+bYpWWNIhZHu1IjkxmSMwQt4GHw6a9zsAD4LKZEOfjDOVtqCr4n4fkPhgkSpIkSRcURVX71rB2s9mMyWSioqKCkJCQ7t9hVlabAWs2m+j1ePFFyG01nuMHP4BXX3WxnRKoPV7blHbcoDe4LLzmzpZ9sPw3cDIPJo2Az1+AqDCvN+O9wmOwcCjotD2wM0mSJOlC4835W44udEGrhZ//HE6fhi1b4A9/cD537pzr19gVO5c9dBmZt2aSeWsmo5aPIreonZGo7fhiE8y6U+VkHgT62XnxoR4KPKwWiLHLwEOSJEnqETL46IBWC1OmwLPNLoG8847rdTV+Gv7ywF/IGJQBQIOtAbtq92p/9z+n0mBTuHI2nFylYfIo79tcb61n06FNnu87ALCehqHdPaBEkiRJkgQZfLihqi2rYl9+OcTEwGWXQUFBsxU1ImdHQ0NDm214qrIxEeI3O1Re/giqajx/bVVtFf9c809e+OAFqmur0Sge/NfqgUFWCLOASSZCkiRJknpGp9OrXzDc1IXQauGTT2D6dFEBd/Nmsfzzz+E3v4FXXmlc0R9y1BzGZ4wnc1gmdsVOYHBge5t16Y8/VvjhkyrmaoXfvASrNqh885KCJ5spKivisumXYYoweR5SJgD+etDIGFSSJEnqOXLAqYeFXfbtg0cegaQkeO01MSg1KAgqK1utqOJMQd4AnAXKPG9ObR088Sb8/nXx+PmfwP3LPHzxIETiM2/V1MCRI2JKjwxEJEmSpE6QA067wZgxorfjpZfEZRcQpTM2bWq1YvOOFB2QiggK3Bxpux2e+jtMWO4MPAAabB40LgiRayTUg3VdCQgQgce+fdBDhf0kSZKkgUsGH53o+HnhBef9n/7UzSYcadhHIBKRteM/6+DhF+HIKdBpVSaPhB9dJ7KdtqFBBBqDgDFAOiLTalcmq2g0IgCpqoKDB0U0JEmSJEndQI756IRrr4WPPoKrr4bt28WYkKuucvMiIyJIKADynYvLzCKh2Nufi8fDB8GWNxTCWvdY6REBhwkIpvvCxvh4iIsTl2EiIyE6upt2JEmSJA1Usuejk668EoYNE/fz8ztc1UkB4oDhiGAEuPpnzsAjIUrlb7/AGXj4N66fAYwGkhHBR3f/rykKjBgBFotIdiJJkiRJPiSDj05SFBg9Wtz/2c+8fHEgkAE1gfDtLrHoyXsg50uFOXOAJESwMQKIR+Ti6HhSTvdITITaWnGTJEmSJB+RwUcXZGaKf2tr4b33vHyxFg41mymTMQWUscAwIBow+KSJXZeRIXs/JEmSJJ+SwYeidLpe/cKFzvs33eT96ydOFBV0Af72Dl0bMNqdTCY4ehTq6nq7JZIkSdIFQAYfgYFQXd2pl5461bVdKwo88IC4v2OHSlZW17bXbeLjYfhwUYTvxAkoL+/tFkmSJEn9mAw+TCaoqOjUS99/v+u7X7wY4uNVysoU7rij69vrVqNGQVqayCu/d29vt0aSJEnqp2Tw4efX6QGVhYXO+8uXd273AQEwb54YTfrtt53bRo8bPhxSU+H4cTEl9+TJ3m6RJEmS1I/I4MNNbZeOTJvmvN9etVtPNL+K8cEHnd9OjzKZxFzjjAxxWebwYRmESJIkSR6RwUcXPPEETJjQudeePAl79ohxIy++CEuWiOVvv+279vUYPz+RF8RolONBJEmSJLdk8NEFfn7w1FPev+6550Qtu/HjYfBgGDoUNm4Uzx086Ns29qj4eDErRpIkSZI6INOrd8HRo7BggfevW7fOeT8gQBSVtVrF47y85mVx+xlFgfDw3m6FJEmS1MfJ4KMLmgcRAN99B2fPisq3gwaJSzIGA6xYAf7+zvUCGwvM/fjH8Oc/i96Od96Bf79dy+SL/ZEkSZKkC5miqp3MsNVNzGYzJpOJiooKQkJaV1frJllZ4tqHl6xWSEpqOeulPcXFok4bwJw5YmbLr38Njz/ebKV162DePK/b0WecPw9lZZ06lpIkSVL/5s35W4756AK9HvLyPDvXLl0qgpRTp2DbNrHsuuu6t3097tw5GXhIkiRJbsngo4u0WpH0s3VtF7tdZCN//HExFGLLFoiNFQNMa2vFYNNRo3qnzd3Cau3StGVJkiRp4JDBh4/ccANs3ix6OPbsEedho1FcWnHMZHGYMQP+8x8X5+q+dQXMc6oKGzbAyJG93RJJkiSpH5ADTsE51aSLpk+HTz5pu3zGDDEQNTnZOa32guokOHhQvHlJkiRJ8oAMPkAM3uhmSUluOjbOnOmRdvjcpk0i3XpAQG+3RJIkSeon5GWXviIrC2bN6u1WeC8nxzmNR5IkSZI8IIMPqWsmTRIBiCRJkiR5SAYfUtcMHSrmG0uSJEmSh2TwAaJIS11db7ei/woO7u0WSJIkSf2IDD4AQkNFZk6pc4YNg0OHZA+IJEmS5BE52wVEsZVz53pv/5WVLYu/9Dd6vcjxUVkpMq4pCtTXy7wfkiRJkksy+IDeT7qxZw9Mnty7bfCF4GBxU1XYvx8sFlFZT5IkSZKakcGHQ28GIFarGHdyIcjKApsNRozon3lLJEmSpG4ngw+p67KzRTEbRRHZ1IzG3m6RJEmS1IfJ4EPqmuJiCAqCmJjebokkSZLUT8jZLn1Bfy0oB1BSIqfaSpIkSV6RwYdDbwYAvT3gtbPMZjFNWdZ1kSRJkrwgg4/eVlfXfwdmVleDVtvbrZAkSZL6GTnmw6G3eh9274Zx43pn394ym6GgwHmsTCaIju7dNkmSJEn9jgw+eltNTf8ZM1FYKLKZOlit4tZfe24kSZKkXiGDD8lzERHODKa1tZCbCxMmyN4PSZIkySsy+JA8U1EBpaUi8FBVCAuDUaP672BZSZIkqdfI4EPyTOtLLpIkSZLUSXK2i+QZjfyoSJIkSb4hzygORqOY9tqTGhrkZQtJkiRpwJGXXRxMJjGuoScLvJ04AYMH99z+OqOwECorxawWSZIkSfIBGXw4BAWJOiU9WaPEbIb4+J7bX0caGuDsWVGRFpw9MtHRsm6LJEmS5FMy+HDQaDqfYl1VxUyQ0lLx2GaD9HT3l1Ss1p6tANvQIHoyHJeXVNX5nnU6SE4W/0qSJElSN5JnGleqquDUKTAYIDERAgPFcotFnLzr69u+Jjwchg4VAYfNBocOQUKCmJLaHqtV7KMjjgDBkwGfDQ2Qny+26yqQ0utFT4a/v/ttSZIkSVI3kcFHa7m5omdg9GhxAs/Ph3PnxHN6vbgE4W5ciFYrcmDk54tLOYoiEnSFh7dcz253BhXHj4v7jjwaDo7ek+bLVLVlr4rjNTodxMX1bG+KJEmSJHlJBh/N1dWJnoHERPFYUUTvRWc1H89x7hwcOSJyZTQvxlZdLXpZUlOdPSySJEmSdAGTwUdzo0Z137bj4iA2Fk6edPZ4BAaKcSLduV9JkiRJ6mNk8NGTFAWGDHE+bn5fkiRJkgYImWRMkiRJkqQeJYMPSZIkSZJ6lAw+JEmSJEnqUTL4kCRJkiSpR3kVfKxcuZLMzExCQkIICQlh2rRpfPnll03Pq6rKo48+Snx8PP7+/syePZtDhw75vNGSJEmSJPVfXgUfiYmJPPXUU+zcuZOdO3cyd+5cli5d2hRg/OlPf+K5557jxRdfZMeOHcTGxrJgwQIqKyu7pfGSJEmSJPU/iqp2tqCJEB4eztNPP82KFSuIj4/n/vvv5+c//zkA9fX1xMTE8Mc//pG77rrLo+2ZzWZMJhMVFRWEhIR0pWmSJEmSJPUQb87fnR7zYbPZeO+996iurmbatGmcOnWKgoICFi5c2LSO0Whk1qxZbNmypd3t1NfXYzabW9wkSZIkSbpweR18HDhwgKCgIIxGIz/84Q/5+OOPGTFiBAUFBQDEtCq/HhMT0/ScK08++SQmk6nplpSU5G2TJEmSJEnqR7wOPtLT09m7dy/ff/89d999N7feeiuHDx9uel5pVUZeVdU2y5p7+OGHqaioaLrl5OR42yRJkiRJkvoRr9OrGwwGhg4dCsDEiRPZsWMHL7zwQtM4j4KCAuLi4prWLyoqatMb0pzRaMQoq7BKkiRJ0oDR5TwfqqpSX19PamoqsbGxrFmzpuk5i8XChg0bmD59eld3I0mSJEnSBcKrno9HHnmEJUuWkJSURGVlJe+99x7ffvstq1evRlEU7r//fp544gnS0tJIS0vjiSeeICAggGXLlnVX+yVJkiRJ6me8Cj4KCwtZvnw5586dw2QykZmZyerVq1mwYAEADz30ELW1tfzoRz+irKyMKVOm8PXXXxMcHNwtjZckSZIkqf/pcp4PX6uoqCA0NJScnByZ50OSJEmS+gmz2UxSUhLl5eWYTKYO1/V6wGl3c2RDlVNuJUmSJKn/qaysdBt89LmeD7vdTn5+PsHBwR1O0b3QOCJG2ePTNfI4+oY8jr4jj6VvyOPoG915HFVVpbKykvj4eDSajuez9LmeD41GQ2JiYm83o9c4ivZJXSOPo2/I4+g78lj6hjyOvtFdx9Fdj4dDl6faSpIkSZIkeUMGH5IkSZIk9SgZfPQRRqOR3/72tzLbaxfJ4+gb8jj6jjyWviGPo2/0lePY5wacSpIkSZJ0YZM9H5IkSZIk9SgZfEiSJEmS1KNk8CFJkiRJUo+SwYckSZIkST1KBh99wPHjx1m6dCmRkZGEhIQwY8YM1q9f32KdHTt2MG/ePEJDQwkLC2PhwoXs3bu3dxrcR7k7jn//+99RFMXlraioqBdb3rd48nkEcTwzMzPx8/MjNjaWe+65pxda23d5chxdfRZfeumlXmpx3+XpZxLg/PnzJCYmoigK5eXlPdvQPs7dcTx//jyLFy8mPj4eo9FIUlIS99xzD2az2edtkcFHH3DppZfS0NDAN998w65duxg7diyXXXYZBQUFgMiTv2jRIpKTk9m2bRubNm0iJCSERYsWYbVae7n1fYe743jDDTdw7ty5FrdFixYxa9YsoqOje7n1fYe74wjw3HPP8ctf/pJf/OIXHDp0iHXr1rFo0aJebHXf48lxBHjzzTdbfCZvvfXWXmpx3+XpsQS4/fbbyczM7IVW9n3ujqNGo2Hp0qWsWrWK48eP8/e//521a9fywx/+0PeNUaVeVVxcrALqd99917TMbDargLp27VpVVVV1x44dKqCePXu2aZ39+/ergJqVldXjbe6LPDmOrRUVFal6vV59++23e6qZfZ4nx7G0tFT19/dv97hKnn8eAfXjjz/uhRb2H978bf/tb39TZ82apa5bt04F1LKysh5ubd/Vme9IVVXVF154QU1MTPR5e2TPRy+LiIggIyODt99+m+rqahoaGnj55ZeJiYlhwoQJAKSnpxMZGcnrr7+OxWKhtraW119/nZEjR5KSktLL76Bv8OQ4tvb2228TEBDAtdde28Ot7bs8OY5r1qzBbreTl5dHRkYGiYmJXH/99eTk5PRy6/sObz6P99xzD5GRkUyaNImXXnoJu93eS63umzw9locPH+bxxx/n7bffdlvUbCDqzHdkfn4+H330EbNmzfJ9g3wezkhey83NVSdMmKAqiqJqtVo1Pj5e3bNnT4t1Dh48qA4ZMkTVaDSqRqNRhw8frp45c6Z3GtxHeXIcmxsxYoR6991391wD+wl3x/HJJ59U9Xq9mp6erq5evVrdunWrOm/ePDU9PV2tr6/vvYb3MZ58Hn/3u9+pW7ZsUffs2aM+88wzakBAgPq73/2udxrch7k7lnV1dWpmZqb6zjvvqKqqquvXr5c9Hy54+h154403qv7+/iqgXn755Wptba3P2yKDj27y29/+VgU6vO3YsUO12+3qFVdcoS5ZskTdtGmTumvXLvXuu+9WExIS1Pz8fFVVVbWmpkadPHmyesstt6jbt29Xt27dql5zzTXqyJEj1Zqaml5+p93Ll8exuS1btqiAunPnzl54Vz3Pl8fxD3/4gwqoX331VdP2i4qKVI1Go65evbq33mKP6K7Po8MzzzyjhoSE9OA76j2+PJYPPPCAesMNNzRteyAFH93xmTx37px65MgR9ZNPPum2H2kyvXo3KSkpoaSkpMN1Bg0axObNm1m4cCFlZWUtyhunpaVx++2384tf/ILXX3+dRx55hHPnzjV1J1osFsLCwnj99de58cYbu/W99CZfHsfmbr/9dnbv3s2ePXu6pd19jS+P45tvvsmKFSvIyckhMTGxaZ2YmBh+//vfc8cdd3Tb++ht3fV5dNi8eTMXXXQRBQUFxMTE+LTtfY0vj+XYsWM5cOAAiqIAoKoqdrsdrVbLL3/5Sx577LFufS+9qbs/k5s2bWLmzJnk5+cTFxfns3brfLYlqYXIyEgiIyPdrldTUwPQ5hqlRqNpuvZbU1ODRqNp+sNyPK8oygV/fdiXx9GhqqqKf//73zz55JO+a2gf58vjOGPGDACOHTvWFHyUlpZSUlJywY9B6o7PY3N79uzBz8+P0NDQLrWzP/Dlsfzwww+pra1tem7Hjh2sWLGCjRs3MmTIEB+2uu/p7s+ko3+ivr6+C610vWGpFxUXF6sRERHq1Vdfre7du1c9duyY+uCDD6p6vV7du3evqqqqeuTIEdVoNKp33323evjwYfXgwYPqzTffrJpMpg67cAcST46jw2uvvab6+fmppaWlvdTavsvT47h06VJ15MiR6ubNm9UDBw6ol112mTpixAjVYrH0Yuv7Dk+O46pVq9RXXnlFPXDggJqVlaW++uqrakhIiHrvvff2cuv7Fm/+th0G0mUXT3lyHD///HP1jTfeUA8cOKCeOnVK/fzzz9WRI0eqM2bM8Hl7ZPDRB+zYsUNduHChGh4ergYHB6tTp05Vv/jiixbrfP311+qMGTNUk8mkhoWFqXPnzlW3bt3aSy3umzw5jqqqqtOmTVOXLVvWCy3sHzw5jhUVFeqKFSvU0NBQNTw8XL3qqqtaTAWX3B/HL7/8Uh07dqwaFBSkBgQEqKNGjVL/3//7f6rVau3FVvdNnv5tO8jgwzV3x/Gbb75Rp02bpppMJtXPz09NS0tTf/7zn3fLcZRjPiRJkiRJ6lFyMrQkSZIkST1KBh+SJEmSJPUoGXxIkiRJktSjZPAhSZIkSVKPksGHJEmSJEk9SgYfkiRJkiT1KBl8SJIkSZLUo2TwIUmSJElSj5LBhyRJkiRJPUoGH5IkSZIk9SgZfEiSJEmS1KNk8CFJkiRJUo/6/1oxpha7YvmhAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"continuing the counterfactual MMA for map3 - now display\") #this is for map3\n",
    "MMA = BBcountiesGeom\n",
    "for geo in BVAPhexPoly:\n",
    "    MMA = MMA.union(geo)\n",
    "fillPlotColor(MMA.intersection(stateGeom),[1.,0.8,1.])\n",
    "\n",
    "for c in range(nCounties):\n",
    "    if c%20 == 0:\n",
    "        print(\"working on county\",c)    \n",
    "    if countyPctBlack[c] > 0.5:\n",
    "        fillPlotColor(countyGeom[c], [1.-countyPctBlack[c]]*3)\n",
    "        plotPolyColor(countyGeom[c],\"black\",LW=0.2)\n",
    "    else:\n",
    "        plotPolyColor(countyGeom[c],\"red\",LW=0.1)\n",
    "        for t in altCountyTractList[c]:\n",
    "            if tractVAP[t] > 5:  #skip lowPop tracts\n",
    "                if tractBVAP[t] > 0.5* tractVAP[t]:\n",
    "                    fillPlotColor(altTractGeom[t],[1. - tractBVAP[t]/tractVAP[t]]*3 )\n",
    "\n",
    "\n",
    "plotPolyColor(DuchinDistricts[6],\"green\",LW=1.5)\n",
    "plotPolyColor(DuchinDistricts[1],\"blue\",LW=1.5)\n",
    "i=0\n",
    "#nJeff=0\n",
    "#for geo in MMA.geoms:\n",
    "#    if geo.centroid.y < 34:\n",
    "#        if i == 10:\n",
    "#            JeffGeo = geo\n",
    "#        i +=1\n",
    "#for geo in BVAPhexPoly:\n",
    "#    if countyGeom[36].contains(geo.centroid) :\n",
    "#        if geo.intersects(JeffGeo.exterior) and geo.area > 0.15 and nJeff%5 == 3:\n",
    "#            plotPolyColor(geo,\"black\",LW=0.5)\n",
    "#        nJeff +=1\n",
    "dotPlot()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f7c247c7-8555-4951-9951-346f66b1c10b",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a7d5df0c-71a4-4fe4-a70f-1cd6393cf17d",
   "metadata": {},
   "outputs": [],
   "source": [
    "#BELOW HERE IS OLD STUFF NOT USED IN THE PAPER"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 52,
   "id": "82aaff81-f33b-40b1-9f0f-e5ac92d5e6e3",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Jefferson has 987 BVAP hexes\n"
     ]
    }
   ],
   "source": [
    "i = 0\n",
    "for geo in MMA.geoms:\n",
    "    if geo.centroid.y < 34:\n",
    "        plotPoly(geo)\n",
    "        plotCenter(i,geo)\n",
    "        if i == 10:\n",
    "            JeffGeo = geo\n",
    "        i +=1\n",
    "plotPoly(stateGeom)\n",
    "nJeff = 0\n",
    "for geo in BVAPhexPoly:\n",
    "    if countyGeom[36].contains(geo.centroid) :\n",
    "        if geo.intersects(JeffGeo.exterior) and geo.area > 0.15 and nJeff%5 == 3:\n",
    "            plotPoly(geo)\n",
    "        nJeff +=1\n",
    "plt.show()\n",
    "print(\"Jefferson has\",nJeff,\"BVAP hexes\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "3453752d-fd57-4ca2-89e6-fc7d13a8930b",
   "metadata": {},
   "outputs": [],
   "source": [
    "print(\"Now - a clear 2MMD situation\")\n",
    "#8/15/23 -- revise below in terms of clipPoly rather than just moving high-BVAP\n",
    "########WIP\n",
    "\n",
    "\n",
    "movedGeom = tractGeom.copy()\n",
    "movedCP = tractCP.copy()\n",
    "xMove = [0.15, -0.02]  #xshift for Bham or Mobile\n",
    "yMove = [-0.5, 0.35]\n",
    "yMax = [34, 30.8]\n",
    "moveCs = [36,48]\n",
    "for c in range(nCounties):\n",
    "    if c%20 == 0:\n",
    "        print(\"working on county\",c)    \n",
    "    if countyPctBlack[c] > 0.5:\n",
    "        fillPlotColor(countyGeom[c], [1.-countyPctBlack[c]]*3)\n",
    "        plotPolyColor(countyGeom[c],\"black\",LW=0.4)\n",
    "    else:\n",
    "        plotPolyColor(countyGeom[c],\"red\",LW=0.1)\n",
    "        for t in countyTractList[c]:\n",
    "            if tractVAP[t] > 5:  #skip lowPop tracts\n",
    "                if tractBVAP[t] > 0.5* tractVAP[t]:\n",
    "                    if c in moveCs and tractCPy[t] < yMax[moveCs.index(c)]:\n",
    "                        i = moveCs.index(c)\n",
    "                        movedGeom[t] = translate(tractGeom[t],xoff=xMove[i], yoff=yMove[i])\n",
    "                        movedCP[t] = translate(tractCP[t],xoff=xMove[i], yoff=yMove[i])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "cd0c4a6e-645b-4106-9677-fdbaf4e4612c",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "44b75df9-eda7-46a5-ac41-ec5c0d0c72c7",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 50,
   "id": "4530afa1-de25-4a2b-8244-b76901f943b5",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for g in MMDtotalGeoms:\n",
    "    plotPoly(g)\n",
    "for c in range(nCounties):\n",
    "    if c in blackBeltCountyList:\n",
    "        plotPolyColor(countyGeom[c],\"black\")\n",
    "    else:\n",
    "        plotPolyColor(countyGeom[c],\"red\",0.1)\n",
    "dotPlot()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "id": "ef6c9199-baad-457e-b1e8-4f64d89aa15c",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for g in MMDtotalGeoms:\n",
    "    plotPoly(g)\n",
    "for c in range(nCounties):\n",
    "    if c in blackBeltCountyList:\n",
    "        plotPolyColor(countyGeom[c],\"black\")\n",
    "    else:\n",
    "        plotPolyColor(countyGeom[c],\"red\",0.1)\n",
    "dotPlot()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "id": "627818d0-d7d2-4630-9e42-27affbb465d1",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "now look at Jefferson County (Birmingham) and near Mobile\n",
      "working on bigCity county 36\n",
      "working on bigCity county 1\n",
      "working on bigCity county 48\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"now look at Jefferson County (Birmingham) and near Mobile\")\n",
    "bigCityHexs = list()\n",
    "bigCityCounties = [36, 1, 48]\n",
    "for c in bigCityCounties:\n",
    "    print(\"working on bigCity county\",c)\n",
    "    countyRadius = (countyGeom[c].area/3.6 )**0.5  #3.6 is between pi and four (circle and square)\n",
    "    #Rtry = [0.5, 0.3, 0.1, 0.05, 0.02]\n",
    "    #Rlist = [Rtry[i]* countyRadius for i in range(len(Rtry)) ]   #let's do tract-local shapes instead\n",
    "    for t in countyTractList[c]:\n",
    "        Rtry = [10., 7., 5., 3., 2., 1.2]\n",
    "        Rlist = [Rtry[i]*(tractArea[t]/3.6)**0.5 for i in range(len(Rtry)) ] #tract-based area\n",
    "        isBigCityHex, CP = False, tractCP[t]\n",
    "        angleShift = [0., pi /18., 2./18.*pi]\n",
    "        for R in Rlist:\n",
    "            if not isBigCityHex:\n",
    "                for aS in angleShift:           \n",
    "                    hexPts = [ Point(CP.x + R * math.cos(aS+ n*pi / 3.), CP.y + R * math.sin(aS+n*pi / 3.) ) for n in range(6)]\n",
    "                    hexPoly = Polygon( [hexPts[0], hexPts[1], hexPts[2], hexPts[3], hexPts[4], hexPts[5] ] )\n",
    "                    hexBVAP, hexVAP = 0., 0.\n",
    "                    for tt in countyTractList[c]:\n",
    "                        if hexPoly.contains(tractCP[tt]):\n",
    "                            hexBVAP += tractBVAP[tt]\n",
    "                            hexVAP += tractVAP[tt]\n",
    "                    for cc in countyNeighborList[c]:\n",
    "                        for tt in countyTractList[cc]:\n",
    "                            if hexPoly.contains(tractCP[tt]):\n",
    "                                hexBVAP += tractBVAP[tt]\n",
    "                                hexVAP += tractVAP[tt]\n",
    "                    if hexBVAP > 0.5*hexVAP and not isBigCityHex:\n",
    "                        notYetFound = True\n",
    "                        hasBVAPhex.append(t)\n",
    "                        BVAPhexRadius.append(R)\n",
    "                        #print(\"found a black hex for bg\",t,\"in county\",c)\n",
    "                        isBigCityHex = True\n",
    "                        for j, geom in enumerate(bigCityHexs):  #add this shape to our list of blackMajority shapes\n",
    "                            notYetFound = True\n",
    "                            if hexPoly.intersects(geom) and notYetFound:\n",
    "                                notYetFound = False\n",
    "                                bigCityHexs[j] = bigCityHexs[j].union(hexPoly)\n",
    "                                break\n",
    "                        if notYetFound:\n",
    "                            bigCityHexs.append(hexPoly)\n",
    "                        break\n",
    "for c in bigCityCounties:\n",
    "    plotPolyColor(countyGeom[c],\"blue\",0.1)\n",
    "for geom in bigCityHexs:\n",
    "    plotPoly(geom)\n",
    "plotPoly(MMDtotalGeoms[0])\n",
    "dotPlot()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 48,
   "id": "66a6611d-27fb-4790-bb14-49e9fba780fd",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "working on county 0\n",
      "working on county 10\n",
      "working on county 20\n",
      "working on county 30\n",
      "working on county 40\n",
      "working on county 50\n",
      "working on county 60\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for c in bigCityCounties:\n",
    "    plotPolyColor(countyGeom[c],\"blue\",0.1)\n",
    "for geom in bigCityHexs:\n",
    "    plotPoly(geom)\n",
    "plotPoly(MMDtotalGeoms[0])\n",
    "for c in range(nCounties):\n",
    "    if c%10 == 0:\n",
    "        print(\"working on county\",c)\n",
    "    plotPolyColor(countyGeom[c],\"black\")\n",
    "    for t in countyTractList[c]:\n",
    "        if tractVAP[t] > 5:  #skip lowPop tracts\n",
    "            if tractBVAP[t] > 0.5* tractVAP[t]:\n",
    "                fillPlotColor(tractGeom[t],[1. - tractBVAP[t]/tractVAP[t]]*3 )\n",
    "dotPlot()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 63,
   "id": "446bd20b-3316-4789-b75c-aa030789ffc3",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "in BlackBelt our total pop, BVAP / VAP are 724352.0 0.512\n",
      "in SW BB our total pop, BVAP / VAP are 1614.0 0.55\n",
      "in S BB our total pop, BVAP / VAP are 948.0 0.564\n",
      "in E BB our total pop, BVAP / VAP are 53614.0 0.454\n",
      "in Bham our total pop, BVAP / VAP are 739380.0 0.383\n",
      "in Mobile our total pop, BVAP / VAP are 261759.0 0.457\n",
      "in SSW BB our total pop, BVAP / VAP are 1538.0 0.673\n",
      "combining near-contiguous Black areas, our total, BVAP /VAP are 1783205.0 0.449\n",
      "our total BVAP vs. needed for two districts = 1.116\n"
     ]
    }
   ],
   "source": [
    "goodGeoms = [MMDtotalGeoms[0], MMDtotalGeoms[1],MMDtotalGeoms[2], MMDtotalGeoms[5],\n",
    "             bigCityHexs[0], bigCityHexs[2], bigCityHexs[3] ]\n",
    "areaNames = [\"BlackBelt\", \"SW BB\", \"S BB\", \"E BB\", \"Bham\", \"Mobile\", \"SSW BB\"]\n",
    "totalPop, totalBVAP, totalVAP = 0., 0., 0.\n",
    "for i, geom in enumerate(goodGeoms):\n",
    "    areaPop, areaBVAP, areaVAP = 0., 0., 0.    \n",
    "    for c in range(nCounties):\n",
    "        if geom.intersects(countyGeom[c]):\n",
    "            for t in countyTractList[c]:\n",
    "                if geom.contains(tractCP[t]):\n",
    "                    areaPop += tractPop[t]\n",
    "                    areaBVAP += tractBVAP[t]\n",
    "                    areaVAP += tractVAP[t]\n",
    "    print(\"in\",areaNames[i], \"our total pop, BVAP / VAP are\", areaPop, r3(areaBVAP/areaVAP))\n",
    "    totalPop += areaPop\n",
    "    totalBVAP += areaBVAP\n",
    "    totalVAP += areaVAP\n",
    "print(\"combining near-contiguous Black areas, our total, BVAP /VAP are\", totalPop, r3(totalBVAP / totalVAP))\n",
    "print(\"our total BVAP vs. needed for two districts =\",r3( totalBVAP /(0.5*2./7.*(np.sum(tractVAP)) ) ) )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "06821872-87de-488a-84e1-d0333a6da38c",
   "metadata": {},
   "outputs": [],
   "source": [
    "#STOP HERE 8/10/23 --- next up -- repeat above with translated Bham and Mobile.  Start with not meeting Gingles\n",
    "#For Mobile, translate it into SW corner.\n",
    "#For Birmingham, flip-flop tract shapes in counties 36 and 4.\n",
    "#One option: compute each tract's angle to centroid and its relative distance to centroid vs. centroid-boundary distance\n",
    "#could draw Voronoi diagram of tract shapes ??\n",
    "\n",
    "#For easily meeting Gingles, push Mobile into its NE corner, translate black Bham into Tuscaloosa County\n",
    "#also, do simple unionization of BM areas, sort by decreasing area"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "149b5839-aacd-4929-af32-d8d87002bbec",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "54b44fa1-7dc9-42da-8bea-c1f8a2e43b9e",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "for c in range(nCounties):\n",
    "    if c in blackBeltCountyList:\n",
    "        plotPolyColor(countyGeom[c],\"black\")\n",
    "    else:\n",
    "        plotPolyColor(countyGeom[c],\"red\",0.1)\n",
    "dotPlot()\n",
    "for i,t in enumerate(hasBVAPhex):\n",
    "    CP, R = tractCP[t], BVAPhexRadius[i]\n",
    "    hexPts = [ Point(CP.x + R * math.cos(n*pi / 3.), CP.y + R * math.sin(n*pi / 3.) ) for n in range(6)]\n",
    "    hexPoly = Polygon( [hexPts[0], hexPts[1], hexPts[2], hexPts[3], hexPts[4], hexPts[5] ] )\n",
    "    plotPoly(hexPoly)\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7780c788-f33f-4d92-9246-06e92eaf09cd",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "id": "ae0061f5-f619-4b76-89f1-2af1260b9d0d",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Here's a simple plot of each blockgroup's whiteness or blackness, regardless of bg density\n",
      "working on county 0\n",
      "working on county 10\n",
      "working on county 20\n",
      "working on county 30\n",
      "working on county 40\n",
      "working on county 50\n",
      "working on county 60\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"Here's a simple plot of each blockgroup's whiteness or blackness, regardless of bg density\")\n",
    "for c in range(nCounties):\n",
    "    if c%10 == 0:\n",
    "        print(\"working on county\",c)\n",
    "    plotPolyColor(countyGeom[c],\"black\")\n",
    "    for t in countyTractList[c]:\n",
    "        if tractVAP[t] > 5:  #skip lowPop tracts\n",
    "            if tractBVAP[t] > 0.6* tractVAP[t]:\n",
    "                fillPlotColor(tractGeom[t],[1. - tractBVAP[t]/tractVAP[t]]*3 )\n",
    "dotPlot()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "f4ef22fb-7cce-438f-907a-75fc963ccaaa",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "id": "7bf0626f-4232-4951-9c77-03dd2092653d",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "let's visualize the county densities in 100K/sq lat-long\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"let's visualize the county densities in 100K/sq lat-long\")\n",
    "countyDensity = [countyPop[c] / countyGeom[c].area for c in range(nCounties)]\n",
    "for c in range(nCounties):\n",
    "    plotPoly(countyGeom[c])\n",
    "    plotCenter(round(countyDensity[c]*0.00001,1), countyGeom[c])\n",
    "dotPlot()\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 58,
   "id": "176b4f32-4c0a-45f0-97f9-685185b1fd8f",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "our maxDD, minDD are 2386922 7160 .  maxTract / maxDD =  77.028\n"
     ]
    }
   ],
   "source": [
    "maxDD = 1.*np.max(countyDensity)  #maxDeltaDensity  #we'll play with this.  Lower increases map shading\n",
    "minDD = 0.003 * maxDD       #minDeltaDensity   #and this.  Lower brings out more shading in rural areas\n",
    "tractDensity = [tractPop[t] / tractArea[t] for t in range(nTracts)]\n",
    "print(\"our maxDD, minDD are\",int(maxDD), int(minDD),\".  maxTract / maxDD = \",r3(np.max(tractDensity)/maxDD))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 59,
   "id": "da7673df-52fc-465f-af5d-3decd2bbb385",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Here's a plot showing black and red based on local density of deviation from 50-50\n",
      "working on county 0\n",
      "working on county 10\n",
      "working on county 20\n",
      "working on county 30\n",
      "working on county 40\n",
      "working on county 50\n",
      "working on county 60\n"
     ]
    },
    {
     "data": {
      "image/png": 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8GCkpKfjPf/6DK664wrePXq/Htm3b8Mgjj2D69OmwWq2Ij4/HuHHjzlvxCg0NxapVq/Dss8/CbrcjIyMDS5cu9VM3xXj++edx9913Iy0tDQ6Hwy/0OWfOHHz++ed+K0rPFzI+WBC1Cxw9ehTDhg2D3W6H0WjE559/jilTpgCgRDuj0Yjk5GSUlJTgqaeegtvtxv79+6HRaIKe79lnn8Vzzz3XYXtzc/Mvkg9/bVw9cSJemT0b2SkpF++k7NacPQvU14MvLwcPgON58DxPBiE8Dy4hAfyZM/Q3286+E+3Ha7XgbDbw7e3Cedh37LNKBb6lBbzd7ncujufB6/XgPR7wLS30OSkJvEIBW0sLKmtqEK/Xw+O9Jnt3d+8Od10dPDwPN8fBw3Fwcxzc3n1cHAcHz8PqcOCd3bsxPisLmdHRcPM83N7v3RxH7zwPt8cjbPN4fO8+8ZfjaNx4XiCzMpnw8v4HW93UhL15ebiqb19hvGUyQEm/QRqsVngARIaEBL83Mhldi0Eu73hN8bXFx4nBjgu872wbC8mLjjtdUQGZUomkxEQ/8iwm4vJgBLurv3/usYyAA1i5Zg2mT50KrUYDhVIJhVLpI+AKLwFnRFwhl0OhUkGuUBDxVquhUCj8CLRKpcLo0aOhVP7s34USfkX8Gj94LnC6kvAro6WlBSEhIX+4+ftC8Nlnn+GBBx5ARUXFBadMXTDhcjqdOHPmDJqamrBy5Ur897//xdatW9GjR48O+1ZWViI5ORlffPFF0DgpEFzhSkxM/MPdsKrKStx8zTVY/vTTiOhskj5f8DzgdgMHD9LfbGKPigLy8jrun5ICiPxmOoVMBigUQGcqYmQkvdfWAoE+LunpQGEhwHxPevUCjEagvJy+c7sFkuB2Uzs9HjpnfDxwHsmJA//7X8ydMAGTOpF5zwuhoYDNdu7x0GqBqioiNDwPMJ+Y06cBnsf9JSVwqdVYMGBA8OOjowHxaqEePYCCguD7ZmUBZWXBv+vThwh1IMLD6ZxB/nlmPfoojGFhWDp/PtKTk32rsHi5HJzHA76xkUgy2y7+m5Fw9rdcDt5mA2+z0T5Ax33O9bf3/MUNDUiorwff2AgPx/mIt4fjBCIul8Oj1cJz6BA4nQ6e2FgfGXfzPDwA/a3XY8/p07jukUcwLcgvawm/P0iES8L/ZcJls9lQUlKCmTNnYtq0aUEVwnPhgn86slpMADBw4ED89NNPeOutt/DBBx902Dc2NhbJyckoLCzs9HwajaZT9euPhJjYWLy+YAFmP/ggVj/3HFS/9Ff5yZNEWMRobAQyMztO7HY7EYBzSeBxcUSaOoPTCVitQHs70K0bqS8cB6hUQFGRQLYAIiiMRHFcR9LQowfgcBCx0evPi3C5OA76n7vIIjQUaG0louc1P+wS0dGCksTz1FYA6N0bkMngbGiARqcDMjL8lDG4XDQW56oNlpBAaplCQaSuWzfgzJmOxwU7T2go0LOnv4ImwsaHH8ZDy5ah+5Qp+Hz+fMycPFmY7BQK6n9b27nHAKB7yvOA18zxl6BvWhqNVUMD4K1r5we1GigtBUwmamPA8u/Adg21WrFm61aJcEmQIOE3x6uvvoq5c+di1KhReOyxx37WOX6xDxfP834KlRj19fU4e/asL9b+fx19+/fH9FtuwfvffPPLTuR0CgRADJcLqKsjMmM0CturqoCaGprIkpPpPRgqKoCuyK3VCiQmAs3NwNGjwOHD9O50kmoE0ITarx8QFkbnksmCk4aKCqC+nhSwTp6PQLh5HtrISMBiIQIQEwMYDHSN+HghvBYIo5EI6pkzRFIMhuD7abVEtOLjgf37afI/fZrad+KE8Dp+HK7GRqjr64EDB+i8xcX04jhSFPV6Ir/sZTAA3buTmpWVRaS1oEBQKg8dArwrpKDREIkNCQlOqqKiOiVbAJAYHo5x2dkYlZ2Nh196CVHDh2ONOJHWm/N3Tshk1M6LCZ6nMc7OpjFiUKvpOWloIHKekkL3I9i9io0FKirQKzQURw4cuLjtkyBBgoSfgWeffRYulwubNm2CUTz/XgAuiHA9/vjj2L59O0pLS3H06FE88cQTyM3NxS233ILW1lb861//wq5du1BaWorc3FxcddVVsFgsQZPt/q/ijj/9Cd/s24fqLkordAmOI6LjdpPSEQxVVYDZDCQlCdsUCprg7HYiIIGkiyk5iYn0ncVCE7s4aTQmhhSwQAIlk1GIKzWVCJ3TSUSqocE/5CWTURuUSiIU8fHURqWSrqVS0WQaHU1qm9FIxM1LyJ1OJ8zNzUTWmpuJ6DQ20rW7ChEG5kE1N/vnSsXE0HXKyoj4tLYKIUSAxiwgDOzkeWiCLfbgOOp7ZSWFZlta6HqtrXRfTp2iV2sr7aNQ0JgDRIpTU4nk2O00fkeP0rXFClMXYRPTPfdAOWcO3tm5EwaLBVVNTbiqVy88/sYbwk7nqxLyPD0HFxtOJ93vyy6jZwAgkmkwAMOHAzk5QN++pBQGCzu0twNKJTQKBZxWqxRGkvCr46WXXsKgQYNgMpkQFRWFa665Bvn5+X77PPvss+jevTsMBgPCwsIwfvx47Nmzx2+fqqoqzJo1CzExMTAYDOjfvz9WrFjR4XrfffcdhgwZAp1OB4vF0iEFZ9OmTRg+fDhMJhNiY2PxyCOPwO12+77Pzc3FtGnTEBsbC4PBgL59++Kzzz7zO8eqVaswYcIEREZG+nw0v//++186VBIuABdEuKqrqzFr1ixkZWVh3Lhx2LNnD9avX48JEyZAoVDg6NGjmDZtGjIzM3HbbbchMzMTu3bt+nWqcP9OIJfL8ca77+LWV15BYbDcnHOhtJQmoQEDSCnJyAi+n91O5IaNrUIBbNpEr5076XutVgiHyWT0efVqYMsWID8f2LuXCERiIpGglhYKS7a1Ue6VUkkT5Y4dwPHjNJEWFVG4SK8nEhMdTeQiPp4+V1URSaqvJ/LW0EAE6uhRgfCcPEkkpbqatp06BbS1weXxwOz1hPFDZSW9B0suDwuja4nR2CiMi0pFYcYTJ4hkWSwdyVtzs0AMvHDxPDTNzUQOxKTUbifiYDDQGOh0NK5tbTQWDOw/w7Iy6jtAYbTCQmp3aiqFLwHqf3i4/zWCrJ4CgI/vugtmvR7bPv0U3334IeY/9BA2nTqF2dOmCTv9zF9fFx1OJ6l+kybRfTKZiAw6naQcAh0XEQD0XHjHL0mlwtmf8+9IgoRfgK1bt+Lee+/F7t27sWHDBrjdbkycOBFtolB9ZmYm3nnnHRw9ehQ7duxASkoKJk6ciNraWt8+s2bNQn5+Pr7++mscPXoU06dPx8yZM3Hw4EHfPitXrsSsWbNwxx134PDhw/jxxx/9DD1ZjcQrrrgCBw8exBdffIGvv/7azyl+586dyMnJwcqVK3HkyBHceeedmD17Nr4RRVu2bduGCRMmYO3atdi/fz/Gjh2Lq666yq8tEi4tLjhp/lLj/0rSXUlJCZ546CF4Wltx7bBhGNe/PwxaLYorK/H0okXYeewYOI5DZFgYZo0fj/tvuAF6jcafKAFEiPbu9Scbej2pUEeOEDnTakk98frSwGzuqFKp1RQ6Y8nbSUlCmLB3bwp/WSy0X00NEaW0NCJaHg/tLw5ByWRE1NLSaIIU/ScDgCb9mBgikIHIzg6aKB7/wQco/NvfaByCITaWJmuNht5bW4n41NV1JF1aLbU1OppIHkNiIn0HEKlhyf4yGZEmlQqQyXDdmjUYqFbjscxMWiDA+mGxEHFgiqHNJqhTKpWg+qnVFK6MiKBQbUgIteXoUbqnGRl0vdBQYZGEXk8vnqe+BvzT3HPqFJ5cswb7S0tRumkTzJ39kFGrO96PzsBx9Fx4++0bB9Gv518EjYbI7k8/0Q8IlkNoMNBzoNH4Fir4EBtLhMzhwH9LShDx4IO49rrrLk57JFwy/F9Omq+trUVUVBS2bt3aaSkXNndt3LgR48aNAwAYjUYsWLAAs2bN8u0XERGBV199FXPmzIHb7UZKSgqee+45v6LaYjz++OPYsGEDfvrpJ9+21atX46abbkJNTU2ngsbUqVMRHR0dtFQRQ8+ePTFz5kw8/fTT5xyD88H/lfn7UkFab32J0K1bN3y+YgXq6uqw5quvMPRvf0NTUxNCjUbMGDcOi558EiFGIzbs2YM3v/wSry9fDr1Wi6lDh+LRW29FIgtneTw0Kbe1EckIDycCxghVSwuRiDNnhIur1R1zc6KiiJRkZtIxbW0CqWPkp66OlLLISEryXr+eFJ5Tp4hksEk8NpaI4f799ArmCxMfT2pYMHRSOd7DcdB1FQ6rrBTywgYPJvKoVvurQwyMcImJGOvvsWP03qOH8DdAxMqrfrkcDuh0Ojqmvp7Go62N2tDZ4oS4OP/7ABBBq64mYlZZSSQjL4/arVQKJBnwb2tBATBhgi//zePxYOgLL+C1hx7CZ9OmdU62gC5Dkn5wOKhPgTl2JhORdrebXuLFEucLuZzOvWKFQN7OnKEVrbGxpCq2tdHLm7PlQ2MjMHo0cOgQBjY0YPnmzRLhkvCborm5GQAQHuz/GlA6xIcffoiQkBA/A9ARI0Zg2bJlmDp1KkJDQ/Hll1/C4XD4vLQOHDiA8vJyyOVy9OvXD1VVVejbty9ee+01n0eUw+HwucEz6HQ62O127N+/v1Nfrubm5i5d6TmOg9Vq7bRPEi4+JMJ1iWGxWDDnrrvw49ateOXWWxEZFub3/cShQzHRW28yr7QU8z77DP3uvBNj+vfHF08/DaVKRcpAcTFNhEolTf6nTgknOX6ckpBZErtWS5Ou1UqTXVUVsGEDfW+x0ARqMpFqpdUKKo/VShNhVZVgHaFUUt5WQwORKJut4wo0lvzM5HaVSsgla23tOChikiECj4BfyTxPbXY4BLIUFUWE69AhUuaamqitBgORBJ4n4hIaSm2vqCBlyWSidu7f739+hogIIXQJsiZQm83Csc3NRKjMZqEtCgVtLysjpc/jIULFVkuGhHQkP8XFdP9kMtqPPQ96PfWLoXt3QZUEkPboo5gwfDj+eT5mey5X52MvRm0tPQuBKxStVnoB1E6zWcgLY9s1GhpPjhPCn62tNAYqFbBxo994+vrEFn6IwXH0bLH+JyXRM9KzJ3pWVeEZKeQh4TcEz/P4xz/+gREjRnRwWv/2229x4403wmazITY2Fhs2bPC5kgPkTTlz5kxERERAqVRCr9fjq6++8pUYKi4uBkD5YK+//jpSUlIwf/58jB49GgUFBQgPD8ekSZPw5ptvYunSpZgxYwaqqqrwwgsvACDrpWBYsWIFfvrpp6DuAQzz589HW1sbZsyY8YvGR8L5QyJcvxJqqqthOUctru4pKVj4xBP44JFHMOPJJ9HvT3/CkYULISstJfJgsdAEeNllpAC4XBTqammhyd/ppJAVS06vrSUiVlZGk7/JRJMbC8kdO0aTaXk5TZ7DhtFEbbORauRw0ETLyEtjI10/O5uuoVQK59FqSWljtgk1NcC4cXQ9lsfFEBMTlHTJZDIiOM3N1CeeJ5XKaCSiVVdH5wXouvv3E1EqKKC+xsTQOLBQaY8eREYZ+vf3vyDP07gwO4PKSiKKGg1cKhU0LFeL5R0xguLx0LhWV9NxAwbQ+759dF6djsaupsZ/YQNA20tLyTaCJeGaTMIKRoD6kJAgkBsAPeLiEHe+q32VShorlcrfjDWw7/X1NFY9etB9C6Y88jzdD9YuRjgZORdDq6Ux/OEHul/i9vTrJ9yXQNhs9ExmZdH1vAoiX12Nz0tKsGH/fjgcjv8T9jES/ni47777cOTIEezYsaPDd2PHjsWhQ4dQV1eHjz76CDNmzMCePXt81VWefPJJNDY2YuPGjbBYLFi9ejVuuOEGbN++Hb179/YVV37iiSdwnVfFXbx4MRISErB8+XLcfffdmDhxIubNm4d77rkHs2bNgkajwVNPPYUdO3ZAoVB0aFNubi5uv/12fPTRR506qS9duhTPPvss1qxZ02UlGAkXF7/YFkLCeYLjzjvHQalUYtXLLyMqLAx3v/46TWQJCf4Tp9tNn7t1I/PMXr0ozAbQxCleku/xkErFcfRiChBTimprSaWoqgI2b6bPlZX0vnUrsG4d8M03NHG2thIZqq+nCf3UKZrcm5uJjBQU0PUMBiFnTBz+YjYSLOE+KorawnKZiorofE4n9YPj6HqlpbSPiIQAIHITHk5kS6ulkGlODo2JeKVoMHNYrZb6sG2b0AeLBaivh9tmg6qxkfKLmptpXMrLqd3MQBagNrPViAzt7XS/srLIud9oJAUnJoa219f7h3zVajqeKUVXXNEhjPfK9ddjxfr12BKwCsoPcjm9Dh6kdrN709REY9HURPe0tJT6xAjQiRMUVj5Xsr3HQ6S7oaEjOVMoaHVtTQ2Nf04ObY+JoXvRGdlicDhoHKuqyActJAQTP/oI9+7bhylJSdjHyKwECb8i/va3v+Hrr7/Gli1bgtbNMxgMSE9Px9ChQ7Fw4UIolUosXLgQAFBUVIR33nkHixYtwrhx49CnTx8888wzGDhwoK8INLNMEhuHazQapKam4owoPeEf//gHmpqacObMGdTV1WGad5FMt27d/NqzdetWXHXVVXj99df9il6LsWzZMsyZMwdffvmlr+SPhF8HksL1K6CpqQmhnXlDdYGvXn4Zaddfjw/++c/zI2seD3DHHUR6WD5QaSmRLTbZMqWsro5WytXVEanJzCQy1dqKuv378Z3Nhh9DQrC7rg5Nbjd4uRyvHTyImUyxYeSIwWolZcJsFvLKWK6TUkkqSl0dkQtWFkecP8UQFUWTd0WFP8EMDSUiERbWUVlpaCCikZpKCl94OL1CQ4nUORz+x+l0RHy2bRPOIZPR9vZ2wOOBG4DGYqF+qFRCDldDA+W4BRqLekOHvEYDV2goIJOBUyrRPHIkmlNSkPnKK0Q8W1upTYxc6fVEVBobaVtGBpGWgDBf76QkmDQazHzwQdTs3Bn8/jc0dMybCxwrhsBwo91O9yM8nNp3If5cTFVkqmhbG93rSZPouWN9ZgpvXR09I4y0abWkcHl/RCzbuhU3f/klpiQmomr6dOyrr8f2H37AZZdddv5tkiDhF4Dnefztb3/DV199hdzc3A7EpqvjmC+lzfsjI7Beo0Kh8ClbAwYMgEajQX5+PkaMGAGAikWXlpYiOTnZ7ziZTIa4uDgApFAlJiaiv0i1z83NxZVXXolXXnkFf/7zn4O2b+nSpbjzzjuxdOlSTJ069bz6JOHiQSJcvwIKCwuRcYFVxQHAbDQiIToaC7/9Fn+66qpzH8BWzqWn+0+YbW00qe3cSQnubKWfQiF4ch04AOTk4JHmZnxksyHHYkFPjQZvjxyJ7NBQVLe347rcXNx3+DDSDQYMtFgwTqvFlLAwqNl/KLGxQpgsLEzI1RHnJvE8KWbeVTwMO6qq4OE44fj0dCJnLOGanSsiwn9VG7s2OzY1lfKnDh0iohkTQ2HFsDAifU1NNB7iXC6AVs8VFNDxCgXcHAdtZSVdr7aWiNHp06QCOZ1EUPV6oLoaWxISwMvlKE9IwIazZ2ETrcB86LrrEKZQkHojk9FYHD1KClB0NN2Tujo6n91OfVCryWmewePBzm++QW1LC56+997O7//5JrczQhsMVmsHi4xzwuOh5yk2VliAERtLRDUykv4WJ9+rVKQ2Mm82cT4igEd++AG7J03CIG8uzJAePfBWkHCOBAmXCvfeey8+//xzrFmzBiaTCVXeFIiQkBDodDq0tbVh7ty5uPrqqxEbG4v6+nq89957KCsrww033AAA6N69O9LT03H33XfjtddeQ0REBFavXo0NGzbg22+/BQCYzWbcc889eOaZZ5CYmIjk5GTMmzcPAHznAYB58+bhiiuugFwux6pVq/Dyyy/jyy+/9IUUc3NzMXXqVDzwwAO47rrrfO1Vq9W+pPilS5di9uzZeOuttzB06FDfPjqdDiG/tBydhPOCRLh+BRTk5yPzZ7rtL33uOQy76y7IZDLMufLK8z9QvKzf6YTHYMDxP/8ZVcXFGKtSQdXaCkREoF4ux6rKSnxRVITDJ08i0WxGyb33IoTn/WouRul0KJg+HXa3G1+fOYNNFRWYW1GBu/Pz4eE4xGg0kB89ilaHA20eD7jNm6FXqTAhMRGvjhqFcBbiZCWPvASq2mbDzB07kG+14pNrr6VcJoWC2t/SQoqJyyXkj9ntpKKxvANxXo/FQp5hDQ3AoEG0rbWVVKPaWmDJEjpu3DgiO2wVHstpM5l8ZrCu/fuhMxopyT0khEKj0dG03+efC+FbAJtUKtgdDkRERMBeWoq6ujrEx8fD4V3pKGPkUKMhApKaSmStpAQYNYr6y1ZEtrVRWC0nh4iMTAaUlGD9mTNIiInB4/fcE/x+y+Wdk6hA6HSdlybKyuoYtj0f8DyFJmUyGm+xU36gxQR7Blg+XgBsTqePbAGArnt3OHftgsfjCZqzIkHCxcaCBQsAoMMKwMWLF+P222+HQqFAXl4elixZgrq6OkRERGDQoEHYvn27L29KpVJh7dq1ePTRR3HVVVehtbUV6enpWLJkCaZMmeI757x586BUKjFr1iy0t7djyJAh2Lx5M8JEC6zWrVuHuXPnwuFwoE+fPlizZg0mT57s+/7jjz+GzWbDSy+9hJdeesm3ffTo0cjNzQUAfPDBB3C73bj33ntxr+iH22233YaPP/74Yg2dhC4g+XD9CnjmiSdwVUYGBnaxRBcKBSkoTif9zV5JSThZUIAbnnwSNrsdS596CkOCFArvgKIiUrVYaIrn0VZXh/X/+x9KysqwvrwcR3keCqUSWRYLpmdl4c/9+kHDJsPQUFLJOI4mZ5ZPxT5znC/PatL69fBkZODZ559HYmIiYmNjcfz4cRQWFuKzzz7D9i1b8P3112NQbCyRorw8rDhzBq8dOYKCxkbc26cPnh88OHjYNC6OFBC9nvLCVCp/X62ICDpnczOtjFMq0ZaZiYrUVFisVoSdPk1hVYuF+uR0Crlc2dlEEgYMoPMyjyi1Gn2OHME7Oh1GxsURSXK7ibzpdMIKzLg4nO3ZE282NPj8gTweD/bs2YNu3brB4/Ggd+/eiNbrMWfvXli95w91uYh0qdU0rlarEKLU64kQBhS7dnk8UH/0EVa8+SaumzQp+POzd++5nwuA2t6Zc398PBFaVkMTIBLlchGpkss7hhsbG4k8KZWkTHZi++EDz5MvV5CST//csQN7q6uxfexY2uAlb4/s2oWbX33Vb8m9BAkSfl/4vzh/X0xICtevgML8fGRcfnnXO3k8lCdUUQHs2SOEzOx2ZBuNOPbWW1h19CiufvRR5GRk4MtnnkFYVw+0eNUbgL+99RbeWbkSeoUCI1UqXDt8OFb17w9zZyu/PB5BBUlK6lz1kMux4b//xUCLBT169PDJ1zExMfB4PHjqqaewe8IEjH/8cbw+ejTm5OSgMS4OMz78EE8OHowfr7sOik5c1QEQQVKrKUfIZvN3cwcoV42ttuvdGxg4EPXR0eDZd62tRLhYEWm9Xlh1WFdHCd379xMJYWMhl8PN89BHRwurFBsbibQplYJBqtWKRLkcV4aHY8Hhw1CpVJDL5QgJCYHVagXHcdi/fz/a29tR1q0bdEOGYJBKheGnTkFfWEgE++qriVAOH052GzZb0LFudblgCQnB9IkTg48TS+TvTLlSqYg0NjQI3lcsBN3aKpTYqavzDwEHuw4jVexYplQlJ5+bbJnNpDYOHUoVB0QqV25ZGZbk5aF01izKnfN4iOxWV2NkRAR2bNkiES4JEiT8YSERrl8BLU1NCDnXCjCdjtSDqCgiCMzZnSWWK5WY3qMHrnnySTy0di1Sb7oJHz/6KKaNHHnO61/31FMoPX4cxRMnosliQXpbG0xJSTT51dfTdZjfFJuExcnWXREijkPh44+j17x52LBhA2bOnAmADAKrq6vhdrsxdOhQ/O+zzzDnzjuxs6oKV2dkYKDJhH/v3YsFeXmQec+vlssxJzMTjw0YAK049MhKwlRW0jgFIxaXXUZkqL0dSWJ3+8xMIp91dUBuLuVxJSTQvgYD9ZvVNzx40FfD0sXz0J84AUyZQjlgrO4gz1PILykJtcXFKO/TB+FuN7oZDDjV0gKO4+DxeDB10CD0KShAm1KJHkolUlhJpFtuoT5kZwMTJwpqUUMDkb5Rozr6VwEI02rhdrkoPBlMCXS7qR9MpQOofyw8K64yYLNRLpsYjY30zmpycpzgzyYGzxNhYisxxWFMlerchMtmI0IXHi7UmWxvR1lJCW5Yvx5fjR4NIyshJVq5OTwxEZ9v2oR7//73rs8vQYIECb9TSITrEoPnecjE+SwMgaTB46HJqLSUwiijRpEKY7NRLpN3Wb9cLsf8K6/E7H79cMX8+Xh9+XLce801uG70aF9+i8fjwc5jxzB/2TLsPXECcQoFfrrsMhyTyVDkciHT7aaJubycJmGdjjy42Mq1xET/vJtzrJD84uBBqLVaH9kCaGlzQkICSr3kJzY2Fl+tXo1HHnkETx87huQxY/D2xIkYPHgw5HI5unfvjrKyMjx4331IWboUvNuNGenpeGXIEOgBIfzEyCjP0+QeGUk5VqyNjNiyMBhb/cdsCSoraVx5nkgPWz1qNAKXX04EoqICHrkcusGDafugQYLha/fuvvBmS48eeHX7dhTabEjyrt602+24fOxY/G37dsiMRro+U9cGDvQ3/XS5SG3q35/Cnd27dyRbGg1cNhvu2LoVRo2GiFJIiL8NBUAEsrSU+sNxdN7WVsEpP1iNymCorxdCk8nJpIQF3v+2NmrDiRNEWKurKfSr0dCzxEghz1NbbDZhhWZBAf198iTcHg8uX70axY2NaHO58EK/fhgZEyNcR/Qchut0aKyupn9Pv0IJGQkSJEi42JAI1yVGfX09IsQrQAwGmoAYgVAoaKJiIbzERHoBpBgYDEQqWDK5zQbI5ejTuzfKhg3DG19+idf+9z/c+8YbfqG5CJUK1+n1+LBvX0R5w2I5PI8ct5tIBFNW9HoKazHwPG2LihJytrRaIgSBOVwcB97txvMbNuCJJ57o0HcugGhqNBq8+eabQcfJZrOhe/fuWLdxIwCgpqYG9//1r0j49FNc27Mn3u/ZEypGMuRyIgKNjT6CFBTJyaTCGAw0yTOlbOtW+j4tjfKxGDweCvO1tsLt8cAglwN1dahXKhHhclHId+9eSmhXq5EWE4PP3G4UnT2LQp5Hu0wG/ZAhyD18GFs8HlzOCKxcDnz/PalwYgXIaBRW6KWk0L1NS6P8Ko4jRS0kBPd9/DGO22zY/9hjRPpycih3jdU+tNkoLMq81YxGehfnWmVkdFS1gkEp+i/h9Gl69tRqgURZLHRu5nHm8Qgu8Z24XndQvuRycB4PBi1bhhyLBd8NHAhDVhbkbreg9DY1EZkTFS7vFhqK4uJin0u3BAkSJPyRIBGuS4wTJ06gh9htnCkvDEzZOh+Ii0cDUGi1+Nfs2fjXX/5CipV4gq+sJLNSj4cm4Lw8CiEmJQmWEPHxNBmuW0ekhePIPuGJJwTPJIZOQqIyADqtFtndu3f4zmAwQCaTnbPgrEqlgjqghmJUVBS+WLECNpsNN0yfjjG7duHHmTOpXyEh1N/YWCKnYWFEqhgBcbmo3zxPJCs8nIhCTk5w7y8GVgCc5+HmOBgAQKOBU6OhcQ8NpZBkWprPc0qm0yE9KgrpWi3Q1oaWsjKkajQwGQykpDmd1KaePWnsxf5dYmPWPXtIcbPZyMqipYXuY34+WlQqXNunD6KYgWxpKeV5ORzCy+WiWoUymWCtIUZhIRHGTlYG+mCxkArF7tm+fUS4R4ygtnlLkQAgQltbK6ymZJDLBYULEJ53pZLOlZ+PCWvWIC4kBEt696bvWBK/RkOKn0YjkC2TCWhrwxiTCbkbNkiES4IECX9ISITrEuPIwYPonZIibAhcIn8hCAwjaTSk0IhrzYWFEXmyWIDrrqNcrNpamuwZEVEoaL8zZ2hSDAsTCkBHRhIJ6yz5WoTqpibc8vrrdI7iYuHcXhgMBiiVSrjOkdeTnJyM0E7KHun1eny7bh26JSfjjp07sfD++8lIkNk+XCjS0mhCZ+EuMSwWIkbFxeBkMmidTkClQixAxEkup8k/JIT2vewy8tE6fZqODwmBubISb8vluFajQQzHQcYS/mNjifT06CGUV3K5aNwZ8crPp+2ZmXTfvIqU22r1t0NoafGz7PBBoxHaEgzl5fQcVFbSPWd5W2LY7WQNkZdHnyMiaMwCSzGlpHQ0pwVIodq9238by5NragLKynDT+vVodbmw6cYbaSzOnqVnLieHxoKpqmyVrE4HVFdjdE4OMh96CHM6s8aQIEGChN8xJMJ1iXHk4EFc662RBcA/ZHOhYO7xDJWV/jlBERGk4LjdFBLU60nRMJvpFR9PE9iZM0SMxMoT+3voUP8wWxd44KOP0Nbaiqp33oFWrSbyEZDEfz75Ns5zGHbKZDLkFxbi2mnTYLnpJqx/7jkMDqKonRfcboFcBruuXg8oleA5DnJmq6HVkht8376UZ/XQQ0LR6dGjhWMPHwZefhlPtLfjYLduOCiXo//Bg0RAmD2HUkn3oKmJQnUFBVSWKTubygfdeivdM573FQXn1Gqoulq4wFzyxepTIJRKUs48HjpvTQ2RHLE7PACPwQC5TgffXWtq6vg8JCYKRq6BEBOz+HhSBRsa6OV244GtW3Gorg7HZ8yga/I8kVCVSkjqZ4sezGYiqiUlQGoqouvqYNJqpTwuCRIk/CEhEa5LjPKyMsRFRgob2tpo8rtQpUsm8z9GrfYnW5GR5BbPUF1NkxVDbKwwkQEC8RCHteRyUlba20nBYaGhTtA7KQnLtm8XJr/mZmDBAsFDTC5HL4UCLrMZdRYLmtVqOGUyuEXnVCqVHXK9gkGj0WDt+vUINZkw+ZlncNWQIXjrz38+9+rPQIhDlwkJAvHkOKFwssdD98hupzFqbaV9S0oosV5kSOiHPn2ApUvhmT4de0JCMKKujsZw9GgiNVYrKUdJSXTdhgZS2/Ly6JwhIRQatVhISfOW8PG0tEDZleEnz5N6FRi6VSiIhOv11JfAXLeWFsFxPz0dTS0tONDUhKywMMSr1dSesDB6MbIfHt4xF4xZUshk9IwplaSSnT4tKHGtrXixoABfFRej4KabIGchR42GyFaQYuaIjhYWkXhrLF7buzeKioqQnp7e+XhIkCBBwu8QEuG6hOA4DrLAotU8T/lQ55PAzKBWd8y9cTppUmP5OoGkJTJSUDyio/3JGUCEKz6eSIDLRfvExAgT35kzpISkplJ7RZN5RX09nC4Xpg8fjic/+0xIZue4DmaWcgCahgbEl5UhPiUFfHMzbAkJOG2xgON5GAwGxIhXpp0DWrUahc8+iweWL0e3O+/ExAEDcHlODkINBtwwcuS5lQ9WNqetjUJ3gUSGFV2+7jpgwgQaJ7MZ2LCBlJjzWO2nuP563LN7NxEVuZzGpb2drjVwII2n3U4vt5tIF8eRZQR7Lhg5HjIE7qIiKLtSuMzm4AnrHg/1N8BEFQD1Q2x+WlaG0D17cHl8PKluSUkUCmWhxd696cXCxlqt4IxfWkoEMTKStsfGCvlkXvz35Em8tX8/8iZNolAtQNcIDaX2BdpdZGQIZKu62vfd2OhobPn+e4lwSZAg4Q8HiXBdQhQXFyMtWEkfm41Uh/NNlnc4hOX3YvA8JUKXlFA+Tt++5MIulwtKTkwMTYZKJb1YeAcgsqVUEuFKT+8YsrTbhXItKSmAxQLO40H8HXcgRKdDc3s7xubkCMVZOyMFCgW1s74eMgCG06cRz3E4JJejoaEBjY2NHUq28DwPhUIBg8EAi8UCk8nkI1MmnQ6LZs/G+zffjPu++AJfbt6M+tZWPPDBB3j9rrtwU0A5Dh8MBgq9hYWde+yZoqhUEgm9/HKBhJ4LM2eSW/zdd9O9iY+n45xOUn0cDiInGg3VVezRA7jqKv+cKpYjpVCA83i6JlxdlfRhIeXAnC+xuz1A93rwYKGeY3ExcMUVgtFsaCg9H21tlBMYiKYmoYC4qJYkAHxdWopHfvoJhydMQBizjoiOprFhxDIrSyD7SUm0PTHRp2wxjEpJwd+//x53dVVTUoIECRJ+h5AI1yXEkUOHkBOsyrxM1lGR6goyWedJ7CzZnOOISCUl0YR+6hR5Izkc/uEak4lImMNBqpdKReoLCwvFxHRURHgeKCnBqX370G/hQgDAzttvR4/kZCILVisRyPZ2mkzFdgQyGU3CAQnaIWfPIj41FeUeD6xd1O5raGjA2bNnoVKpYDAYwImUNrVSiQ9vvdX3eW9xMWZ/+in+9uGHmH/nnbht/HgiNSYTESyX69zGnIFgNh46HfUj0Ok+GNragM8+o/vBVoLu2gX060dj6XWph8lE27KyiCBHR9N2jiPyMmgQ0NaGrLAwvLJxI4anpaEvswwRo6sFDqxGZCDhYl5eHEfXtdspLGm307MxYQIRualTKcR58CARqa4KWzscdL+jonyK7OqKCtyxdSt2jB2LhOhoIpLFxR3zzfLz6VmqqBDUVKWyQ0jbYjCgvqJCyuOSIEHCHw4S4bqEOHLwIKYGC32oVIKFw/mC5RUF5n7ZbDRRnTgheGjl5dHE2N7ekWAwVYvle2m1NOHzPO1fWkpqVIBKAQAZ772H/rGx2Hb77TCo1TR5MjQ1+XKOMHKkoJZFRtKkH4RgJrS0oJwZj54DLpcLTU1N1M4g49AeGgpPr174dN48PPbBB3h24UI8/+mneO2++3DtZZed1zWCormZiE9lJfVp2LBzH2M2Aw8+SOPBLBuGDKGxZ1YWBw4QmWtoILJRVOR/jj59iOB5PHhj8mQMPnAAE/7zHySEheHg448L+/G8UPoIoBWFbjcRtpYWGiuPh3LQ5HIh16qqitpVXk7XTk4m5Y/niXTX1QE33kjP6vbtAgkqLxfyszhOsH+Qy4loelWzI01NuGnzZrS7XNg4ahR6xsRQvzWazvMCmUJ25gx97iRvLdNsRmFhITIzM899LyRIkCDhdwKJcF1CHD92DA8H1r5jXlEXCp6nhOXa2o6rCzlOWP1WXCzUPuwsMV+vF/5mYcNRo4TzAULukRePbdkCANg0ezaRLYBq4QGksolzzNh1mft5czOtfmSqDs8DLS3QfvABhnfvDoSGQm61wuM1iOVcLii8K/U8ycmQ2+2QeYmj3OEAXnkFeOABIhn19YBGg+qzZ/Gt2w2ZTIbHoqMxdOhQbGtpwb9eeQV/VShw7/TpeOzmmzuELrtEVhaRlYgIUgudTv+x6woyGZGSo0cp90mjoRJBI0cSyWUJ5b170xhlZvqH+NhqUi9uuvxyZGRkYND8+ZD95S/QqVQIY95j3oR/GXu2vPlQcpkMMu+7QibDzf374/kpU+iECgWR4dJSIucOh6BCxsYCN9xA28SeXAz5+aSKtbT4E+m0NFS3tODGzz7DicpKvDp+PG6LiKBnLCODSFxTE53fZPL3TWttpe/YDwStNnjoEsCYmBjk/vCDRLgkSJDwh4JEuC4htu3cib96PNCp1TDqdDCYTNArlTBqNDDp9TDqdNBrtTBotdB53/VaLYw6HbRqNdRKJRQKhRA6cTppkrTZhIRrgCa9nj0pjMgS37sKWQaqa6mp/oSpuJjOw2rw8TxqW1uhVioRGiyHibmCs8T8XbuIoIgnzR07yP5g+3b67J1YVWq1L/FfwXKRRGRDJZP5t43VeTxyhNQWgwHIzUX04MH4C8eBUyhgUauhVyoxOToakydPRkFbG/66YgXe+PJLjOjTB7MnTsS04cOh7Mqig425QuFLZF9z4gTui4uD0+EAD2D06NFYtmqVkMMGoLW1FW+9/jp2btsGzdmz+IfLhRFqNSlPRqMQ4r3uOgonOp2kctXU+BMuvd6fMNfWYqBWi9L77sPTW7fik6NHUfXnP0OpUIA3m4HDh8HzPBg14rzmrW6ehyslBV9v2oTPTp3C8+L+ZWbSOMbFkSoqk5Gal5hIfQ4sP2Wx0D6hoR38vhxOJ+7673/xbUkJ/pqWhk1TptC42O30bOp0gjIpUsJ8YHmGzIIiJsZ/Ba0Io1JScP8PP+DP993X+f2T8Kvjz3/+8yW/xocffnjJryFBwqWCRLguEWw2G+KjohAbFgab3Y4mqxUVdXWw2e2wO52wu1ywOxxweTxwud1wud1wu91weTxwu1zweDzggXO6tPuBFZ4O3ObxQCGTQSGX00smg9Kreijlcij37oVSJoNKLodSLocq4HW8thZ5tbV4d+pUOmdEBIWaxB5NKpVwzbAw+ixeschxNLmz7/fvJ8Uu0HzTYvG3t2DnZxYFcjkVlLZahWtEREDX1oYEpl65XERkvL5gmYWF2BgTA+vIkXjjyBG8/NFH+Mvrr6O2tRWTBw7E47fcghHM8TwI3G43rvngAxw8fRqrb7wRg+Lj4XK70feDD/Dpp5/itttuAwC8/+67eOzhhzHCbMbEkBA0G424ub0dCcXF2KHXC8TMZiNVieVVxcYCa9eSCuh0EinR64XvvSRnd0kJhr37LjRKJbqFhUGjVEKjVNL5MjOD+3DpdIDJBLNKBXWguieTkWVFSQmtlMzIEPLv3G4itBERQjs8HiJKosLmHMfh+QMH8J9jxzA5JQXlt94KnTgnLztbCJcmJgoVC8SrKlkeojjPjCldiYn0DMjlvkUjEXo9GiorpTwuCRIk/KEgEa5LhPz8fEwdNgz/vuOOCzuQ5ztfCfYz4Xn/fTh4Hu0eD2zDhsFRXo52txt2jwd2txv2yEg4lErY3W44QkJgb2qCw+2G0+2Gw+3G1/n5uGPwYNxz/fU0CZtMNGEqlUSEWA4PIwwAfWYhx0CIJ8nWVqHUkN1OSg/HkeqmUtEEzRLXCwvpWJYI39pKx4SF0QRtMgmr5UJCgLFj6fgpU4C2NpgAPN23L57u2xcAUNnWhkWFhbj93/9Gi9uNyJAQhJtMSI6ORnNbG15auxYFNTX4eOdOzBwwAGcffNBHmlRKJa7MysLc559HW1sbDh86hG+/+AJHBg1CIlMB+/XD0yUlGLdtGx5xuTAvIYHy3kJDidAwFbK5mVY2lpcLNgwJCTSuZjMRopIS9PN4cHNqKpaXlmJiejqRLTaeZnPHcU5Lo3BxYyNya2shY6SYhRNZzh8zgm1tJYLGvLnYtvR0Uk8jI4mAedXH/+Xn41979yLLaMTxKVMQ29ZGSe86HalmBgPw009kFltX558X2Ls3fY6M9DNe9aGpifLKxPYSRqOPpGeZzSgoKEBWVlbwZ0yCBAkSfmeQCNclwoljx9AjIeHCDww0OP0l2LsXMBigkMuh1+mgHz4cEWVl/pOzXk8TKpv8Y2I6hBzf2LQJi665hkiWXC6senS7hbYyNUsup0nZZqNcMrebJnaFggiFXC74fhkMQnkipnikpRHR2r2bwltlZaRy1NaCZ/lr4ok7MpL2yc4mksVx1CedjohKXBy573tzxWC3+2r/xZrNeCI2Fk9cdhnamppworkZRe3tOF5Tg7HR0dh/9Ci66XTYf//96M9x1C+RIvfK+PFI2bsXq99+GwaVCieefRYhP/wgtM1Lms0KBZYeOoR5LJ8vmMO9x0Pt792b8r6cTlrtd+iQbxeNQoH/DR2K9ZWVuLd/f//jxWMSGkok9Phx36bCtjZsq62FXauFRqGALJg3l15PbvlaLbWHlYI6fZoIcGUl0NKC3NZW3LlxI7Q8j7UDB6J/aCjdx7Y2Gv+2NlIgdTr6fOIEWU6IjXeZmWx+PvU7KopIGXsO29qEOpTiY7zP5pjsbGxZv14iXBIkSPjDoAtzHwm/BMePHEEP8Sq+C0FoaMfi0RcCj4fyX378kcJ4ycm0uu7s2Y4hR5XKP98rWFgyEF19z3FENNraaMKtqyPVitXvy8ig/fR6mmgbG4nIMBQV0aq7/v2JMLBJvKYGbo8HHQJIRiOt0mQmnIWFRBpYvcjmZiJ9xcWkmuTl0aR96hS1q7oaKCqCoboag9LScGNKCv7drx/WjhuHFSNHYt7kyejPlKRTpyj8J7KG+Mvgwfh+9mysmj0bIW1ttBpx0CBqk5ccVHk8KG9uRlGgz5kYWi2R1MZGYMAAcPv2YfPu3Si2WpHX3IwvS0vBcRwGbNqE/vHx6BkV5X98cjK9Z2TQOIjVxbAwOL25WLp77oHh3nsR9dxz+FpcyJvd9169iFz16EH3oF8/IkZFRWipq8PQ9esxa+1a/CcjAyemTUP/uDg6Xtwek4kIuDj/K3C17OnTdE80GiLX33zjK6sElYp+BHRRaHvJzp14bu7czsdTgoRfgJdeegmDBg2CyWRCVFQUrrnmGuQHFIV/9tln0b17dxgMBoSFhWH8+PHYs2eP3z5VVVWYNWsWYmJiYDAY0L9/f6xYsaLD9b777jsMGTIEOp0OFosF06dP9/t+06ZNGD58OEwmE2JjY/HII4/ALfphnpubi2nTpiE2NhYGgwF9+/bFZ599dhFHRMLFgES4LhHyT55EVlLS+R8Q6LR9IU70YjidwP/+B6xZQ2SEKUByOSlFSUlEGrp3J2IQaFsRzBBULiflBaDjs7NpgmXnio0ltUq8f3S0UNCaobmZCFVlJfWXmVpWVRFRYP1vaCBriuxsarNcDqSlwZGSQiE9o5FyoGJj/UNRLDTGUFUl1DB0OEhhYdYSFgt93r6dyInZLKhvYlgsgtmp2y0YywJ0HoOB+rl/Pyk5BQXUR++KSwA43dqKF6ZMwS1ffdXJTfOeu7aWxquqCuuMRoxbuRJDN2/GiC1b8FheHhRLl+JITQ023HwzlcZh4HlarRkRQf1MSSHH/PR0spdQKrHl2WcxoU8fnH3/fez4979hczox7eOPhXPIZJS/xZRKl0vw5NJqUZKSgvRVqzDWZMLZ8eNx5ZAhdD+VSiLI27bRdaOjacwDQ+LMogIgQpWQQPdCvOozP58WVxiNHU1+vWh3OjFs4UJ8fegQkiyW8yoLJUHChWLr1q249957sXv3bmzYsAFutxsTJ05Em+j/m8zMTLzzzjs4evQoduzYgZSUFEycOBG1omd/1qxZyM/Px9dff42jR49i+vTpmDlzJg4ePOjbZ+XKlZg1axbuuOMOHD58GD/++CNuvvlm3/dHjhzBlClTcMUVV+DgwYP44osv8PXXX+PRRx/17bNz507k5ORg5cqVOHLkCO68807Mnj0b33zzzSUeKQkXAhl/QVnZlx4tLS0ICQlBc3MzzMHyUv4guHLcOHz7/PPn3pERLauVJilWYDiwFM/5nMdspkmQ5eBwHE3kO3YQoWHhMLmcnM2DISSkQ1gz5pFHULVlC02aKhW9i/7DACDkW+n1RIIKCjpv6969dI6xY/1NUhlBbG2lcwTU16t1OjFwwwacHjOGFJ1TpyhZnOOob8yCYsQI6kdNDU3qGo2wsi40lL47epTa3K0bHXP2rL9/GEPPnkQQWRgwJYVIiFxO1xRZN/hgMPh8sDieR8zataj+97+R9uKLiNbr8fkNN6BbYD1Gg4HGBcDcvDwsLyvD4Zoa8O++S89Gezu2nj2LLIsFMSkpQriNmYM2NNA4FBbS+dgqxOpqMjENKLn08P/+h482bEDjOZ7Rs42NeGjtWqzPy8O7V1+NWwYPpmtv3CjsxAis1UpEnIWOc3KEnDSACHp0ND3n7AeF2Uz35MwZUjR79yaLErlcMOCVyeByuxE/fz6a2ttx67BhWHT77Xjs229x/ZNPYsCAAV32QcKvg//LqxRra2sRFRWFrVu3YhSz0AkAm7s2btyIcePGAQCMRiMWLFiAWbNm+faLiIjAq6++ijlz5sDtdiMlJQXPPfcc5syZE/S8jz/+ODZs2ICffvrJt2316tW46aabUFNTA5PJFPS4qVOnIjo6GosWLfq53b5g/F+Zvy8VpByuS4D29nZ8t3kzcC7CVV0tLJNnYJOMyST8+meO4AApD21tNEGzZfYcR2pEQwN9f+qUcL6+falGn9VKRI7jiNiEhgoeXgC9s1qIbPIUc3GZTFBtgq0Mc7mIgDQ2EmkKCyPlg4WqxK/QUCGMaLHQ/syPyW7vaAIaHQ3ExcFWVwfFhg1EkORyGp+CAmp3377U9pwcGleNhtpbWUkTPZP6Y2KEfrGxYishA9GtG5EDcc4Vc9LX64OTLUAIpyqV2FFZiShvWaJTjz2GV7dswaAPPkByaCi6R0Sgh8WC4pYW5BYXQyuTQcnz4DQaPD55Mq7s35+IoNd9fTRA/RGv8EtKIoIjVhJDQih3zW4HJk4M2r+XbroJn27bhvk7duCfI0ag0WbD2aYmaJRKzN2yBWXNzahubUVxbS1u6dkT1XfdRUn65eV0ryZOJGXw7Fn6XF8vFJlOT6cxFpMtpZLuozd/DhoN3a+WFnqWT52iOpOsDiNA+8TGoiovD3Gvvor+KSkoe+QRqL3J/xPS0rBp3TqJcEm45Gj2rswND1TRvXA6nfjwww8REhKCPn36+LaPGDECy5Ytw9SpUxEaGoovv/wSDocDY7zlxw4cOIDy8nLI5XL069cPVVVV6Nu3L1577TX07NkTAOBwOKANsOPR6XSw2+3Yv3+/71zB2pydnf0Ley7hYkIiXJcAJSUl+Ndll9HkZLHQxCGGzUaTaFfhEKuVXszIMhCdkQSlkkKFHEcKDlM+WPkWhgD1yA/icCYzORUjiAs9ACIhJpNAvjoTT/v1ozBccjLtw8JH0dFCQn96OilWbjeRqLo62DhOqCnIksl79KBzHTpEuUfMu0mhADZtotBpQQElbTsclN8lnqC1WhqXPn2IJCUlESFVKPyLO4vHIzqaSFffvkT+dDphnNxuGlulEjAasfrUKQz2hpblcjkeHTcOD48di9XHjuFQWRn2VFUhOjwca++5BzVWK/afOYMHxo4V7A4yM+lanXhSQaUSQp4WC90DVqJnyJBOa0YqFAr8c+pUvLR6Nf61ejUAICMyEq0OB8YkJ+O2bt2QHhqKYbGxfj5j0OmIgFZXE1Hu2ZN817p3J2W1tlYoYp2dLfygCAkRiDTPU0ixupoI8DffkOLKxpD9u/CWn/rg8GHwALb8858+sgUAw9LS8PaqVcCTTwYfGwkSLgJ4nsc//vEPjBgxAr169fL77ttvv8WNN94Im82G2NhYbNiwARaLxff9smXLMHPmTERERECpVEKv1+Orr75CWloaAKq3C1A+2Ouvv46UlBTMnz8fo0ePRkFBAcLDwzFp0iS8+eabWLp0KWbMmIGqqiq88MILAIDKYEXrAaxYsQI//fQTPvjgg0sxJBJ+JiTCdQlQmJ+PzMJC4IsviFjNn++/Q3n5uRPTGdgqvvOFTCYkUJeVCSV7gq2MOx84nR3bKspP8oPJJHhtdQWtlkhbWpp/u8xmCqUOHEhKyOjRNOl692l3OqHUaKgwNECkxumk/jY0UDtramj7qVO03W4nNY2teisuJiIQE0PhL5mMCFRVlRDGramh7WlpdF7mD6VSEYEIDJeK709IiB8h/bG0FI+OGEFkw6v8yOVyTM/JwfScHNqppQUwGpGVlYWRgTl1bW1EKvV6UpHq6ymsqVIRmTIaifQ5HEJh8vR0UufEZIuV9fF4fOV9/jRuHOZ+9RWSQkNx8KabEM4KezOrBrVaOI4Vu25ups+sJqJMRgQ2P5+um5ZGhN1mo/uRnU3jI87Jio8njzSzmc47aBDtX1JC90ylElTU1lZ8sHs3ruvfH8bAX/lqNVytrXC5XFCJfeAkSLiIuO+++3DkyBHs2LGjw3djx47FoUOHUFdXh48++ggzZszAnj17EOVdRPLkk0+isbERGzduhMViwerVq3HDDTdg+/bt6N27ty8H8YknnsB1110HAFi8eDESEhKwfPly3H333Zg4cSLmzZuHe+65B7NmzYJGo8FTTz2FHTt2BK2ckZubi9tvvx0fffSRTyWT8PuAlDR/CVBw6BAyx40jtWT4cJqYmptp0ikpOT+yFRXVdaHgC0VFxc9f+RgYQgwJ8U+S72w/gAhB375EcBg8Hlo1GUgC2fEsPNbQQJO8l/C0u91QsvAqxwnH2+0UhmLGn3I5EQ6eJ4LESBPP0/2orCRStH8/kS25nBSX5GRBYeN5Im0tLfRdYqJQkiclJbjyB3RQLU9brZii0QirRoOtFE1NJRJ+/DipVIFwOgXn96goIifNzYKSyP5TjY6mhQOsnqL4+FOniBR53w9t3oysBx7AjYMGofTllxGenU2EyeUiol5bS21qb6djKioEw1O3WyBzx46REpmaSvevuVm4j/36UT6eWk2kNyyMQoYffUTPkNlML51OuD+lpR2e056RkeifnBzU5HRgXBz2iXJbJEi4mPjb3/6Gr7/+Glu2bEFCEJsfg8GA9PR0DB06FAsXLoRSqcTChQsBAEVFRXjnnXewaNEijBs3Dn369MEzzzyDgQMH4t133wUAxMbGAgB69OjhO6dGo0FqairOiFIW/vGPf6CpqQlnzpxBXV0dpk2bBgDo1q2bX3u2bt2Kq666Cq+//jpmz559cQdDwi+GpHBdAhScPIlbxcrUjz/SZN6tG00uLpfg1m6zCQqK2Sx4SbW303tkJE18P2c1VuAElZdHakmw8FR0tJADJkawUj5aLSU319cT8aqu9s8rYujbVwjR6XSkdgAC4VCpqE3M8+kccLhcUMiD/EZguW6RkUQUsrKIRH36KZGlzEzBfoKVD2JobRWIm17fkQy53YJ/lEpF6llVlaDGBULUDzfHgQegYSpacTH1Ny+PVDq20KCpiYhWXR2wb5+wApORGp1OUKYcDsEnTaWifjLPq0OHiBiKiazbLeQFeuHhOIz64AN8Pm0arszI6PC9H9i1GcLDiQSLPL7gctEYhYRQf1QqUq3WrxfaajDQ2O7eDTz0EG0rKBDK/LDQL8fRGPTvD1dTE0Z98gkOV1Vhxf33B23e2LQ05K5fj2HDh3feBwkSLhA8z+Nvf/sbvvrqK+Tm5nYgNl0d5/AuULF5//3KA/7PUigUPmVrwIAB0Gg0yM/Px4gRIwAALpcLpaWlSGaRCi9kMhnivDYsS5cuRWJiIvqL/Phyc3Nx5ZVX4pVXXvlVFjBIuHBIhOsSoKq8HDEBsX6cPk0vi4Uc2e12mmiUSiGRO7CcC8/TpBsZSZNYezt9Fq/sE4PnacJjBCbYfidOEPFpaxMUNIeDJv3wcIF0yGS0rbPSKWFh9AKofdnZ1JcBAwTSwhKkAVJP6uv9S/k4HESIGDQa+hxY69ELp9UKpVpNxLW9XchDs9lI5TGZaNJXqXwJ14iJIfXLbCY1xmQiEjFoELVXvGDBZiP1SpzszSCXUx/KyojEMLsJQDBwtdlIgdJoAJ0OG44fRzwrZVNdTcpTXR298vMFnzKA8tQYysvpFQzduwt/KxREfMR1DcVKIhDUy6rKaoVercaVvXvTOQJd3oPBYKB9A7yI/NDcTM9BbCyRwMGDgc2bhePNZuC++2g/o9E/5JmXR+NbUkL3sq0NE5YuxanGRpS88gpCOikaPjQ1Fa9/+eW52y9BwgXg3nvvxeeff441a9bAZDKhyvt/TUhICHQ6Hdra2jB37lxcffXViI2NRX19Pd577z2UlZXhhhtuAAB0794d6enpuPvuu/Haa68hIiICq1evxoYNG/Dtt98CAMxmM+655x4888wzSExMRHJyMubNmwcAvvMAwLx583DFFVdALpdj1apVePnll/Hll1/6Qoq5ubmYOnUqHnjgAVx33XW+9qrV6k4T/SX8+pAI1yUA73BQ+CM1lRQXVlsuJIQmIXGtObdbSFLvLNQodnQPCxMS010umrRMJnpvbRVyZZRKmpxbWmgSE4eYTp6kCb6pyZ+UNTf71ck7byiVgseSWIkT/7JTKLp20NdoSDljOWdB4LTZoOA4Ilo8T+SIqU8cRwSGOZ63twPjx1PYsKGBTDzb20lptFiI7AVYJQAgctarl79Nh05H4yJWgtjqR7F3WHS0YCvR2oqvT5zAsNBQIhetrdTu+Hgad6ZkMjQ2Cvt1BaNRUE7tdlIsxYQr0G4iCIHs+cYbSGUWIh4PEUG2gtTpFEix0UiKYFgYPVcKBZEi8SpZgMih1SqYzbLnW62ml9NJ12I5e1ar/0paQBjz7GxsqK7GNe+9h9iwMFS//noHhUAMjUoFvr0dTqcT6s7CvBJ+FfxfKiy9YMECAOiwAnDx4sW4/fbboVAokJeXhyVLlqCurg4REREYNGgQtm/f7subUqlUWLt2LR599FFcddVVaG1tRXp6OpYsWYIpU6b4zjlv3jwolUrMmjUL7e3tGDJkCDZv3oww0b/ldevWYe7cuXA4HOjTpw/WrFmDyZMn+77/+OOPYbPZ8NJLL+Gll17ybR89ejRyc3MvwQhJ+DmQCNdFhtVqhVGvp/p9TqdQsNfjoYTyrkhHSwtN2l1NuiyZWVyoWFz0l0FM5LKzSQnR6YQcoCNHBNVGrT73RP9LwfNdX4OFJruAy+2GghEcZpianEyEQ6UigsTGl5X4GTlSsKI4dowIlc0mLCwIBMcRGYiIIALYVU1LFp5k+WIBHl4Ha2vxSHo6XXPQIHoGSktp3GUy6i+rQ1lWJiTxs/ECiMDwPJEgmUxY+Wq1ErlkKp9MRveS/Zrlefo+MIQK4N1p0/DQunVC+JN5dzH06EHhPbOZCGJtLY1LfT0pZiEhpGpWV9PzqFDQc56Z6Z/DBZDXmlJJz6LVKpA3howMev7Ys9rUhOPHjsHmcmHHiy+eV5LpoLg47N29GyM68UeSIOFCcS57Sq1Wi1WrVp3zPBkZGVi5cmWX+6hUKrz22mt47bXXOt1nM1OKO8HHH3+Mj8VGxhJ+l5AI10VGYWEhMuLj/cM0jGhkZARXVRi02nOHd9Rqf0XjXOB5ClsZjYLaxcBxwoq7Xr0uHenieZqIu/pP7DwWEjjdbv8cLpmMCEBCgpBfJc4tYkhKInVLLqc+19VR8jxAfQ6m6rW2kpeVSkVkQKcLSl6g01E7VKoOeWg1ra3I8XqI+ZQ7lj935AiRushIMqZl4cbCQlLjtFqhHqLTSbYVTU1EKD/6iNTT7GzKD1Qq6dqHD5OiFR5O9zU2loicVkvHqVSAx4NbQkPxT3FelhiRkWRqa7USmWMrG8VjzopKi5GQQIpbYAhaJhPGB6D+Z2YKLv11dUB7Oxra27Hg0CG8degQWp1OrL3rLsSEhJyX4jo2IwO569ZJhEuCBAm/a0iE6yKjMD8fmT83Zh4a6h9uFIPniYx1VY9PDLlcKGOzezd9zs7unPAdPy6EdS42PJ6u1SuNpmslyQuXxyP4cInBxkQmIxITOEanT5Oq1a+fkKReVUUkRKkk8sJxAjlgOXCHDpHaw2weIiIEjy6W7B0aSuQsSNK/y+NBuMslqFBGI5EvRhT37ycLDK2WyBgjdAcOkDKUl+d/v+RyITQHACxUoFZT+PjMGSrpZDbT51OnaCwsFiI84pBoZ7l5NTX+NhdishUWFnzhQffugqFuMPsRt5vUxqgowaesvt4XOq5sbUXW4sW4PDMTL06diik9eiAuJKTzlaABGNytG15duvS89pUgQYKE3woS4brIKDhxAhMDE5fPF/X1NDF1FnYMCTk/wsUc5JnhKstDYB5RgSFItZpW9nVF9n4uOK7zBHAGp1NQabraze0O6jvjA8/7Ey7mUcWUF54Xco3YGLvd5JEVF0ekTKzcREX5kwvmgwUIBbMDrRBEcHMcjImJPt8ruN2k6Jw9S2Per5/gyVZdTepUTQ3tx/LzGBQKup+7dpFypVLRe0ICEan8fBpHk4lI4J49RKCZI38wdS4QiYlE8PR6Im0KBeWq1daS6tbS0rHGZ+/ewnPj8VBfmF+ZGKwagkLht0q2rKUFQ774AndcfjnemjjR/5iGBlLBzqH6qlUqyFwuOBwOaAJNhiVIkCDhdwKJcF1krF+/HocVCkQajdBrNNCr1TBotTBoNPTyfjZptb53k1YLk04HfWQkFJ04g/ut9gtMOA5EWFjwsjM1NRRuEhMumaxrsvVL4XSe27g1PLxr53sv3B6PkMPVGZgiYzJ1fk5GzJitAvOeCgypNjRQ+Ky8nEiI0ymEGcvLiZQ0NHSqFvE8D9W+fcIGVrbm7FkiEidPklqVnS2QokGDaLyKi+m+eDy0r91OSuWwYfQ3S4RnBJCt3rTZ6Pno3p1ILPMPS0khEiRSlnxQq4lcFhYKpLemhtollxPZam31J1sKhbDwgoHZW1itHRcAsP6KFLP/HjmCh3bswAtXXYV7Z87sGCpndTBjYwVPNYVCSOo3m30h3yEhIdi9cydGjx0b9F5IkCBBwm8NiXBdZChkMmQkJcHmcMDqdKK6pQX2+nq0Oxywu1xwut1weN9d3pfT7Ybb7YbbqxDIAL9JnGfbvH/7bBtog3/5H5kMcgBymQwKuZxeMhmUcjnyqqvRLy4OarkcapUKaq0WHo6DZv16mLVaqBUKaBQKelepoFEqoVEo0Ga347WPP4ZGpYJarYZapYJGrYZGrYZOrYZGo4FOo4FWrYZOq6WXd5tGqYRKqYS8M9VOrT7vQt2NNhtyCwsRM3eur68d1DeZDNXNzYg2mXzfyWQyKGQyyOVyKNm4eO+V0js2CvG7d3+lTgeF2037GAxQeTxQymRQyWRQKpVQ6nRQOp1QKRRQyOVQis6vksvR5nTidacTKpcLao8H6qYmqPR6qJKSoOY4qMPCMMJuR8ihQ5RnBhAhiY4mwpOXJ7j6x8ZSUe6TJ4ns9e1LIU+3m/K7ACJSbDGFSuW/sIJBryciB9C5TSYiOidP+u8XFyfkbzU3E2EyGOiY1lYiimKLD4BUrJoaIl0NDZQP1tJC5yko8JEtp9uNKWvWoMhqxcHHHkMKW8gRDE4njYP4PmdkCH5o3jaMHTYM369dKxEuCRIk/G4hEa6LCJ7nYdbr8dIdd5z/QSoVEQ6Wo9WZwanZ3LUHEmtDRASctbVob22F3eWCXaeDo7oa9vZ21NrtkAFoc7vR7najzeXCRydPAjIZ+hiNsHMcHA4HHB4P7DyPFo6Dk+MwOCICP65ZAxfHwW02w+V0ws1xcHk8cHOc/8vjgQeAm+fh8XjA8byPJPJecugjj4Df3/B+5mkwxQML8DxsDgf6xsdj95w5nQ8As5bwFqvmeR5ujoOD42DzeGBPSUF7Xh6cHAe79+Xkedijo+GorISL4+DieTg5zve3OyQEjtpaOBQKuF0uGgeHA06rFW6eh02l8vXbw/P00usxKCIC26qq4OZ5uFUquO12uOvq6HuZDLXNzdDzPF6PjcW4/v0pFOhw0ErGfv2IUBiNRC5aWujZaGkRinanptL79u3Ud4OBQoweD7BkCXDZZbSvWk3b3W5aNLFzp/CctbeTwuh2E7lJSSGyxFbUhoaSYsbuR0YGhVMDyRZDRASNPc9T2/r2FfzhGhuxs6wM13zzDab164cfbrwRcoOBVLXOcvgiIjrW7mSrKhUKIn4eDwY2NWHuxo2dPxcSJEiQ8BtDIlwXEdXV1bSy6nygUNAEV14u+BkxM8hgapDHQ+FEpZLCPDxPExWrn+eFzGqFJjkZmqIiwSV+wACaNIOsTNtaUYF4kwlPiAs6d4URIzrm8YgRFkYKh9j09JfA5SKi6XDgP7t2YQPz3QoGjYbIireOGUDqlkqhgEqhoFp8ajWRCnEuXEKCsNpRDLOZzmW3EyFITu5Ienv39l/5GRMj+E/Z7f6J6qmpQjg4JQWNP/yAm4uKML6oCIdHjkROS4twj6xWIdSqVtM7u88yGYUM6+qoLzodtSssjIhQSAipXhxHz0lMTMfVmzxPClh9PZ2PlTbavVtIwtdoBGLGTHgNBnpXKIiMyWSCQhkSQqobI2dsZad3DB7cvx+f5uVh2bhxGJeYSM9xe7tgRnseCyd8SEujtnmfRZVCAaXLhfb2dujEprQSJEiQ8DuBRLguIvLy8tDdWxvrnPB4hJI3LKeGTbLBEuM5jkI5gQqYQiGspLNaicSVlRFZYLlarBRNdHQHE0ye5yG324V2sPfERMFIFCDlpa3t3CSqsZHaERvbsSzMhYDniciIlBTXuXK41Gpqe7Ak67AwCp3V1FCelHiMZTIiVjqdEKJtbSUCwcarVy+BLJlMND5Wq7+5a1qaf2guMtLfVkGUO8VxHPa1tuJvkZFYX1uLof/7H1puu01YhclWdWq1RGgY2erenUjM7t3+/VMq6R5zHBEXo5HuWUZG8JAtz9OKxssuI9Iok1F/+vena7Mk+9BQQYVNS6O/mVUDa1NUFI3vsWO+VZXuhATsOXQIrtZW2D0ePLBnDyJ0Opy++WYYWFFsBquVxkr8b4GdV0xYVSoifMz8NSA3cFhiInbt3InLWXFzCRIkSPgdQSJcFxF5x48j60JWKLa3U+4OU03YSraoKCIaZrNADNrbaXtgIjjPE4nQ6UilcDoFUnTihLAfx9FEmZxMk6k3OZrjecgrK6kES8+etApu4EA6T7C8msJCUmqCma0yuN00Gf5c52+mmgSErTw8H7yWotlM/TlyhD7X1dEEzlQrtZo8qlhC+NGjlMdUVUXEUKEgiwaGHj1o3KuryTOqupqUm6Qk+js8XBhbRkQ8no55ULW1NKYsBGYy4foff0Sut+6kSaWCRa9Ht5AQVLS2YmF+Pu5m9SYBIhhJScIqT5mMCI3B4F+XUpzLptEIBbB5nsbE46H7LlYmZTLg9tupP2IS3quXP+nRammcuncXajkGoqbGVx6qpLkZKWYzFuzejUe++w5ZERGQy2T4S8+e+Lu4fBFbucna3dJCz/fZs8KPCqeTrs/qkp46BYwa1Wk4c2xqKr5Zv14iXBIkSPhdQiJcFxH5x49TLs6FIFCNsVrpxfOkIMTG0oSpVHZtz8CUDYAmqchIUi7cbvpOoaAJfMUKUghSUgCNBpxcDrlaTSvO9HrgiiuIvFkswQtSs5JCSmXn9hXMiuDnguOCmru6OU5QuMxmIgahoTThB4YaTSYiKw0NNEHHx1N/HA6avJub6biKCiExXaOh44xGoQah2y2oPQ0NQtUAhvZ2Ig6d2S4cP05kpaQElc3N+P7sWdT95S/YXVmJ0YmJvt1+OHMGN377LUbFxCA7LIzugcFAeVBxcUKNxJoaIn96vRBWO3aM+urxEBHU6ej+u920Ta+nZyMpie5bWRmVnmJjzAxhAbLISE2l65jNgtu81dr5/Y6JAY4exbG6OvT+4gtEGo1wuN2YM2wY3h49Onix9H79Otpe1NcL7VCp6LjwcCpmHRVF43HoED3XQQh//6QkPL9sWfA2SpAgQcJvDIlwXUSUFBejm6hG1jmh0RB5MZsFjygGRixYaIn9+o+OPmcJHFgsHcOSHg8pBpMmAd9/T5M0AK6tDXKzmSbl2FghVNOVOlVcTApLZ7lcMhmRPpfr5+dxsZI9Irg5DgoW4qyro4meGZUGor6eJuvaWnpXKunv1FSa6FmuV1sbnYcpN4cPE8mZOJFIx6lTRMISEihs1tLSkUAwF/n4eOFeMof/+nogLw+zjh/H/w4fRkZ4ODRKpR/ZQmIiJqanY5FWixErVmDf1VejW0YGKWMaDbVv715hbFkJnepqul7PnqSu1daSOllUROFYnY7uU0sLnWfDBjpHSgq1r1cvocSQ203PTUsLjY1MRn0KCaHx6mwxR2ysoCwCyIyMRP6f/iS6aW4inDU1/uOmVPq789tstC0qivYrKSELDYOB9mtro+eB5ZKJlUB2SoUCCsmPS4IECb9TSITrIsLtdELZlTFnIIqLSXVpbKSJZ9iw4GE8i4VyWWQy/9yXYEhI6DqpPSCpn1MooGhspAnt+HFSHlgJoIQEmuACla7OQksMPE9EJTW1c0LUFWSyoITPzXFQOJ2Cm7nYwT0hgdrJrmU2C15kbKJPSyMyolAQ2aitJVKk0XT0NmOkMzWVxsVgEMKIycmCx1REBJGR7GwKDYtDvgoFEBuL5adP43+HD2PvzTdjUGCOX/fudP+dTlzTuzdsLhcGfv01fuQ4dI+Joe/EnmriHKbQUCIoTU2Uq8VUyrg42rZjB/DDD1TGyO0Wim2HhoLneezZtw8ahQJKkI2Isq6O7ERkMrLN6N8firY2cN4x5UE5f7y3/iMfEQH+xx/R7nIhTKtFu9sNTzBiVlFBips452v5ciJS06YJPzTcbnr29u6lMe7Th8K/rDB7cjKNd7du9O+AFcIWYWBcHPbt24fLLrusYzskSJAg4TeERLguEux2O9Tno+bI5TRZut1EogoKaGIPCQF++okmR3H9OFb4l0Em61jfLvDcnakRAE1Q115L12xoAF9YCHlqqpAQz9zCAWE5PgsxsdyerKzObQH0eiI+CQlEKMPDifycL2Qympjr64k41Nf7yJ1HHFIUg5GfnBz6m5WSESkvAIR6fh4PEcrqalJzunWjJHiZTCA3p075O9+Lw7ktLcIqwNJSYZWiyUT3Rqcj4uXxADU1+PeWLcgIC+tItkJCaH8Rbu7fHxqlEsNWrsTK66/H5Sw3T6Wie1dTQ89DWBiNC/PasljoM1MF1WpgyBCA43CypAS1+/dD1qMHlC0tUFZUwOp04tY9e6CUy8GDcvl8hMr7zu3Y4ecBBwg2HpDJfM9ZaWMjkkJD4fDagASFWk0KYEMDsG0bbevZkxTFY8fIPqJnT+pjVhaNKVMKhw2jMQXoGVco6Hu5nMaG5TsqFAhTq/GvBx/ELqYISvj18Oc/X/prfPjhpb+GBAmXCBLhukgoKChA1vmsUKyvB9at8ydMzBaivV0gSwoF/ZpvaPBXvSorKVxnMgl5RgwcRxNToEomk9EEDQhL8b2rvzi5HAqTiZSGykoiAYmJNKGxHKDiYlJWtFqa2IqLiQwZjaQQMQLoVT7Q3EyvyEgiQGazYOwZDDxPZKGxkchMWBipT7W11J74eMDjgdtrThoUrDg3C7cGWjx0dl1WsqalhcZ0+HDqg1JJfWYlaVh+l9Uq5ISJVTGWY1RcTIQoNhaorUVLeztOW62wByPIyclBw8PX5eQgwWzG5MWL8ergwfhTfHzHY5myw1ZMMtLhzeN7Pz8fz+bnw8Pz0ACI0GiAM2fAuVzgAcSbTDh0113Q19cHrwYwalTnoeuEBFKeGEwmIDUVjUVFyOlsQnQ6hRBhv350vaIiOhdbXfvdd8L+kZFEWtlzx6BSCf9OOI6e9ZAQUtHcbtzZowe2XIi9hAQJEiT8SpAI10VCQX7+uVcoulw0qWg05KnV1kbEx2YjFenMGWFlXWOj/5J4Mex2mnQUCsEBHOhc2QoJ6ZhUDgDJyeD0ekqgZuVYPB5hmb5CQcTDaKSwmttNxCghQThfdLRQAofjaBJlYBMfK/mi1fqHRDmO+mm3+4eGGhqEmoiMvAFwu90IGrC1WIhUivsYTGkJ9GfKyKCJnuXRGQx07fh46iez4WDJ9QCNCct5i4oSajPqdP7O7pWVKPJ4MGDNGswZMADzZ84klYepVACpUeHhQcPIQwYMwOG0NAx59lkcr63FG337Uu6WXC6EXHmexvbsWV8pndLWVkzdtw9QKJDbsye6s2eD9d/pFJzixf5hBoNAZIYMOT+ylZBA7a+uBsrLoVcq4RY/gxERdG9sNrpujx40RkolPfs8T898djYpXX360L5NTfTsZGaSAqxQCM+2w0EvZnsS8KNDr1ajvamJlLmL4QMnQYIECRcJEuG6SCg4cQJjOlO4tFqaJKuqaLJxOGgiAWjCio2lSZARrfBwwQxSrabJJ5BMsZAOW9UIkIok/nUfEUHfiUOUYkREgPN4IGe5YYmJRLhqa6mNbrdg8cDyf9jkzla2sYk5L4/Il9nckUC4XKQG9epFk2dLC1kddBX6DFLI2qNSQRlYBxAgAiu2wGDjEwiOIwJQW0tjAxDByssjAlxfT/2Lj6f8qNRUUtvEk7rHQ/dIRAR9aosIW6qqMDU3F+9NnIjbe/f2z4MzGql/UVE0fgkJdP9ZXpw33JtYVISiG27AkG++wbhdu7DBYIC8E4WPj4jAg0uW4JPTp/HCwIH4a69eROiYt1pEBBH4Xr0odB2ouDkcdE/HjAlebFyrJeJ+9Cjt17s37SdanalWqym/KyxMsDYRh8M5jsa0tJTuQXQ0PesqFb127KCx6N2b/p04ndSeYM9JYE1QEbJCQ0lxZiWMJEiQIOF3gHNkYEs4X+SfOIGswDCWSiWE3WpqSEW4/nr/cBdTeHbtol/7779PKkBFBR1TVkYTsMVCk0xEBE1UDGq1f7jQYBDCkSUldO1ghCsnB3A4wPE8JfonJRFRcjhoVVxg3pXDQRNfZiaRlMBJMD6e2qfVkpLRuzcpFjk5NMkzUlFXR+SjK7LFiBuDRgPExcHd0tLRh0su77hqkKk6vXpROzIyiMA2NlL7Bw2iSb+0lMhIWBiRYZmM+tCrFx1fUiIUac7JoXOZzdTHwEUDIvWsrK0NV2/bhmHx8US2AmG3k4JYXk7Eq6SExiM2Vsh5KywEOA46pRKHr7kGYUolslauRHOQxQo7KiuR8PLLOGaz4fRNN+GvPXvS+Xr0ILUqK4vGv3t36nN0NN1rsQrIwqnByFZYGBG3vDy6F9nZHfczGCBjoXG9Hmhqgs3pREsgQeY4IvaTJtHzkZBA54qIAK65hogvx9G/haoqIlUREdQGcb5bFxYpw6Oj8ePmzZ1+L0HChcDlcuGRRx5B7969YTAYEBcXh9mzZ6MiwArm7rvvRlpaGnQ6HSIjIzFt2jTkBRhNFxQUYNq0abBYLDCbzbjsssuwZcuWDtf8+OOPkZOTA61Wi5iYGNx3331+33/55Zfo27cv9Ho9kpOTMW/ePL/vV61ahQkTJiAyMhJmsxnDhg3D999/f5FGRMLPhaRwXSTU19UhIlhyeOAKv/Z2KrUzciT9yt+zh37ZAzTJ/vvfQhI4g1jFYkhIEFaqud00KTmdNNmxws1BrBXQvz8RC2/ODsfzkIeH+/uB2WxE5JKTidCwMj0ej2DWmpxM5On0aZqAq6qEpPquVjDGxXXu5wQQ2cjLo/MzREcDp07BI5NBE6hcaTREapOTBSJUUNB5Uj9bMRcaSupLczMRHUYiu3UTFC3xakumFBqNgqeXCA2lpbh7zx5UtLXhcG0tBsbEYOOcOcFd75mHmJg01NfTPXE4hBCzN3FcJpNhxdixeO7gQWR8+SW+mzgRg6Kj4XC7MSM3F7urq/HJqFGYJLaakMmIpAeWIoqKovGsrRXUp759/dVKMVQqurdMtUxL67hfXByNufe53XT8OO5asQJtdjusdjts8+bRfYqKEpLexcQ5OZlsLerqiLjq9fSy2ejHR1SUUIKIOdIbDEQo5XIaJ9E4X5acjKc3b8adf/lLx/5IkHCBsNlsOHDgAJ566in06dMHjY2N+Pvf/46rr74a+/bt8+03YMAA3HLLLUhKSkJDQwOeffZZTJw4ESUlJVB4fyxMnToVmZmZ2Lx5M3Q6Hd58801ceeWVKCoqQow3JeX111/H/PnzMW/ePAwZMgR2ux3FonSFdevW4ZZbbsHbb7+NiRMn4uTJk/jTn/4EnU7nI2bbtm3DhAkT8OKLLyI0NBSLFy/GVVddhT179qBfv36/4uhJEEMiXBcLndU/7AysLt3w4TQpKhT0i/98UVYmKFpsog4WduzRgyYvRlQCJnqO56EM1k6ZLLhFBQsl6vVEcLKzaRsryxLMEJVNnuy8wa5lMNCErdX65+wkJPjywjiOg5ypHDIZKSWtrf65biYTKVoKBSkngUQ1MhL45htqY8+eRFTFqxmrq6lPbrfgHdXSQsoLQGG1AI+z6Vu3YnVhIa5ISsJlUVEI12jw4bBhkLF8L5ZvxPywtNrghNBgEGoeWixENLzJ7gDwTL9+GBwRgQnr12Nmt25Ycfo0rklORsW//gVFTc257TdMJiImTU1CWNjtprEKFqo1GATfK6WSxkv8q16no9eBA6TM9egBpUKBOcuW4b3LL0dtezv+w/K9lErqSzATVIDGt7CQxoXlJyYldaznyMhwt24CsY+Oph8IbjegVCJOLkd5bm7XYyFBwnkiJCQEG5iHnRdvv/02Bg8ejDNnziDJuyDoz6JVmikpKXjhhRfQp08flJaWIi0tDXV1dTh16hQWLVqEHG/VhZdffhnvvfcejh8/jpiYGDQ2NuLJJ5/EN998g3Giigk9e/b0/f3pp5/immuuwT333AMASE1NxSOPPIJXXnkF9957L2QyGd58802/9r744otYs2YNvvnmG4lw/YaQCNdFQH19PSKMRvqg1QrJzF0pOQxaLTBuHKkmLS3ndwwDxwlKQbAQndksGFh2Ap7nicSIy6wEwmQi9YxNcE6nf6I+x9Gkx3G0j15P/WhuFlb7sTBoZSX11eUSJk9m4dCnD026bjcpZ9HRgj0AvKV9GGGLiqLv4uNJoWKKk1gNVKmIcLLPHEehW56nMNuZM0S4RowghcbhIKJz9iz1ccAAwcLDaKR7GhKCersdV339NZ7o0QMH6+ux5exZVN16KyK1Wv9EbbmcCER1tVCHkG0TgxnOtrfT9ykp/gn4iYn0XV0dJicl4bGcHLx4+DB2XnUVeoaF0fm12o4EubSUiIjTSc9CczN9jouj79LThRWAJhONIVP+WKWB1la6vsEghBEVCtqfOdsDFIauqkKZdxIAgP1VVShraoLH44GirY3UwrS04GTT4RBClWfO0D1i+4WHd9y/vJzayMh8gKoartXSv0uWqydBwkVEc3MzZDIZQkNDg37f1taGxYsXo1u3bkj0Ks8RERHIzs7GJ598gv79+0Oj0eCDDz5AdHQ0BgwYAADYsGEDOI5DeXk5srOzYbVaMXz4cMyfP993HofDAX1AJQ+dToeysjKcPn0aKSkpHdrDcRysVivCg/1bkvCrQcrhugjIz89HZkwMkQu7nUIjF0KcBg8WEoADl+czsFBMsO2dQXluPu3hOCjcbprQHQ6acAHhWmazYEUReF2xOSmzT+B5UlEcDjqGLRJoa6NXSIhAwrKy6BysuLLdTtvZJKlW+yliPMdBHhpKBIUpLeXldP5gzuJuNykqx46RClZSQhN0jx7U3pgYYWFBbCwRHaORcp2ys4G1a8nCY9s2ake3boDNhuT33sO+ykrcvHUrPi4qwqrLL0eUTkdki+eJoGRlEcFiJLasjNrD+uc1RUVoKJGfY8coIT0+vmPOXXk5EZ/0dOyrrcUrR4/i0DXXENli/YyL69h/RrYAIYetupqIbkYGqVNFRRTOO3KEwoyssDQjWwD1gal6YWH0t9XqTwpPnqRriCaCATExGJiUhL/+8AP1Va3uOtzc1kbjEfgLPJjNg9NJz8CpU0HLSA1PTsbuXbs6v5YECT8Tdrsdjz76KG6++WaYA9JI3nvvPRiNRhiNRqxfvx4bNmyA2vv/pEwmw4YNG3Dw4EGYTCZotVq88cYbWL9+vY+4FRcXg+M4vPjii3jzzTexYsUKNDQ0YMKECXB6/y1PmjQJq1atwqZNm8BxHAoKCnyKVmWwcmwA5s+fj7a2NsyYMePSDIqE84JEuC4C9u/Zg/2FhfhgxQp88u23WLl7N9YdOoRtJ05gX3ExTpaX40xdHRpaW+EMRsQcDppoO4NCIeS9hIf7/+Kvrw9ONoDzIn08U414nkhIRQVNnO3tNJExdchmE2wixC7uDJ0RxY4XpHO3tZHKVVlJL4NByAkrKhJKGDG/L29bZc3NHe0yWlo6Eg65nLYdOEDXYh5arAC0TNZ52aHQUKrZ17cvJdhPmEC5dj/+COzciRlJSXB5PNh822049ac/YSy7d0YjXfP0aSIgJ08KqxEdDsqFOnlSSFwvKSE7hMpK2k+jCe7ibzYTwSguxsytW/HxiBHoFpgvyPLYxH1SKCgkm5JC1w0NpdI/YWGk6B05QseJiXxNDZUA2raNCGNqKj0XoaE0fidPEnmSyYhU9ughqKOnT1NfmJoZF4flkydj+fbtKGxpIXUrWJg6EHI5Jfuz8j21tRQK7gxB1N3haWlS4ryEn4XPPvvMR5qMRiO2b9/u+87lcuHGG28Ex3F47733Ohx7yy234ODBg9i6dSsyMjIwY8YM2L3/N/I8j7/+9a+IiorC9u3bsXfvXkybNg1XXnmljyhxHAeXy4X//Oc/mDRpEoYOHYqlS5eisLDQl1x/11134b777sOVV14JtVqNoUOH4sYbbwQAX66YGEuXLsWzzz6LZcuWISoq6qKPl4TzxwWFFBcsWIAFCxag1Ot31LNnTzz99NOYPHlyh33vvvtufPjhh3jjjTfw97///WK09XeLo0eOoMFqxVeHDsHhdMLpdsPpdsMlerk9Ht8rqBs3z6PNbsczEybgX5df7tsGi4UUDhYWZGG4yEgh1KfTBVcOHA7BXb0T8MzNm4HV1mMqEyNc4jAQS7ZubiYVK1jtxvNBSYmg5oSG+hOp4mIiGlVVlMvT2goeQCcUiQhLYiL12WolkiWecJkSGBdH5+U4Ijid5a9lZ9NYl5fTOHvDbzvKyrDixx9h1miw4sgRDJg8mc7pdJKaJl69J5PRODY30z48L4T3KiuFRQ8REUQyMzOF2o9areBb1tYGxMXhaFkZXG43rg4SMsDZs9SniAhBaZLL/ZPwXa6OXmVhYdRulYoUv507aTVmYyP4khK0xsVBbTRiZ10ddigUeMpuJ9LVs6dQxqh7d9oGCC7+ERFATQ30HIfXRozA1KeeQsH8+dQ35gUGEOFjeXtOJx3PqiXo9WTAyqortLUFN/UNcg97JybiqYC8GwkSzgdXX301hgwZ4vsc7/1B5XK5MGPGDJSUlGDz5s0d1C2A8r1CQkKQkZGBoUOHIiwsDF999RVuuukmbN68Gd9++y0aGxt9x7733nvYsGEDlixZgkcffRSxXmuhHj16+M4ZGRkJi8WCM94fuTKZDK+88gpefPFFVFVVITIyEps2bQKADuHEZcuWYc6cOVi+fDnGjx9/8QZJws/CBRGuhIQEvPzyy0j3JhAvWbIE06ZNw8GDB/2S+lavXo09e/YgLliY4/8gmhoa8N3cuTAEGmt2BrmcJpOAX+b3zpuH04xQaTTBa/wxMCf2gQM7r53I8qvOUX+xg0EkK68D0ISs1dIEGZiADtDkWFlJqkdT04XVTYyMJEJQVkaTd3i4cN3EROFvqxWIiyPCxVQkrZZInlIpFEI+c4aIoc1Gyg5TyRgxzcqipHSzmcrFGI1EOk6e9F8ZmppKqtDSpXQer1P/6UOH8PLRo7A6HGj7+9+hT04mcsHuUyCRZg76YkVQr6c2iXPmWlspX6y8nLa7XPQSj3drKzbu348+ERHU99RUuq+nTtE9iI72ua2jsZFeISF0baWSSF94OG3zeIT6hI2NNNaHDvlCd7YdO3A2KwvbLBbMksuhtNsR2dCAO8TkvaxMyOOrqiKlq7yc2hQTQ2PiXexwZ+/eePvoUbzyzTd45KqrKLQYHU1ttdk6X1HKxgYgwhVMRU1OFsKmIigVCsjdbrhcLqjO8aNDggQxTCYTTCaT3zZGtpjSdL65gTzPw+H9MWzz/lgI9NKTy+XgvHMBqwGan5+PBK99UENDA+rq6pAsXrkNUrMYGVy6dCmGDRvmp2AtXboUd955J5YuXYqpU6eeV3slXFpcEOG66qqr/D7PnTsXCxYswO7du32Eq7y8HPfddx++//77/29ucpvVev5kCyACEMTYMykqCi+tX4/lR4/C5XLh80mTMCmYjxMDqx2o0wkJ64BginrkCIVxYmKEsjtB0KUfN1tdBxCpYqVgxPB4iHSxfKgLQUICEZ+8PCIHjGQ1NAglgxobAaUSvEZDfWxooO1sFaCYlKamCjlbkZECASstJRIwerQvROnz8GJqFstha2mh8bvhBlKOjh9HXUUFhm7bhqSQEPz3uuugVyop56p7d9o3Pr5jqDMxUSg5xMAUGjE5s9k6D2+KYNNooGOrHpm6ZLHQWLCcNuYlZjIRyVMqhZWPrFQSM+AtLQUuv5wIoFft2x8bi+/694e1ogJ/SUuDtr0d2LIFvbyqly8vrKWFzsVKRdXUCHmGanWHygbrpk1D9ief4M7RoxFpNgt5e+cLo5HGmYXWDQa6Tn099TUI+ick4MCBA35qhQQJFwq3243rr78eBw4cwLfffguPx4Mq77+/8PBwqNVqFBcXY9myZZg4cSIiIyNRXl6OV155BTqdDlOmTAEADBs2DGFhYbjtttvw9NNPQ6fT4aOPPkJJSYlvrszMzMS0adPwwAMP4MMPP4TZbMZjjz2G7t27Y+zYsQCAuro6rFixAmPGjIHdbsfixYuxfPlybN261dfmpUuXYvbs2XjrrbcwdOhQX3t1Oh1CQkJ+zeGTIMLPXqXo8XiwfPlytLW1YdiwYQAo/jxr1iw89NBDfopXV3A4HL5fAADQ0ol79O8VHo8neLmZzsAUmSCE65HbbsMjt90GAJj6wAM4VV6OSSNHBlewjEYhCXrXLmD2bCG0ePascExBgeBqP3Roh3wvm92OtzdtwsaTJ2HWamHW6RCq0yFUr0eoXg+TTgejRgODWg1DZSX0ej2MZjOMDgdUSqWgjsXEdL7k/1wIDSXS4yVyT+/bh53V1dAZDPhg3DjEmUykhrhckGm1gooWG0tETQzxWNXUkBrU1kaKinclkNB5G20vL6eJXK/3J5Pt7UBJCUrb2tDthx9wd9++eH3kSOijooQSRjxP4x0R4W+JkZhIn8WJ5YEwm4kc1dQIOWWMiLF8Lp6n8ZHJYN+5E2qO88/NE4fYkpOJ9DU0CPeC58nI9dgxoa2trbSNjbnBQAphbS26Gwz47+HDmMfzMCgUaOnWDSfHjAEcDuTU1UG3dSuNU2YmEVqVikK3ajWtMg1cYRkaCuj1iLHZ8GCfPpjy6qv46YUXOh+TztDaSu20WumaLIRtNHa6wnZkt27YvnmzRLgk/CKUlZXh66+/BgD07dvX77stW7ZgzJgx0Gq12L59O9588000NjYiOjoao0aNws6dO32qk8Viwfr16/HEE0/g8ssvh8vlQs+ePbFmzRr0EVkCffLJJ3jwwQcxdepUyOVyjB49GuvXr/dTapcsWYJ//etf4Hkew4YNQ25uLgYPHuz7/oMPPoDb7ca9996Le++917f9tttuw8cff3wJRknC+eCCCdfRo0cxbNgw2O12GI1GfPXVV7548yuvvAKlUon777//vM/30ksv4bnnnrvQZvxuUFpaipTzTURkikwXNg0MMrkcHCuzI/YiAmiCcTqBVauEbbm5pCrEx1PoLBiChFZUSiUSzWYk6fVotttRYbWiwOVCq8sFm8cDh90Op8cDp8cDF8fBzXFwu91wcxycbjca2toQ7f3FJAPgm/a8k6BYt2HfyQDwokmSkTY5x6FvRARO1tbiX4mJOGu3I+P999HudCLKbEZLezueHjmSTsLc+sUr8QAiAUxp6tWLFKDAPDUxugq3chwu//FH5J4+jRuys/E+88URn4tdu76eyJtGQ9vKyujv6GghB4mNi8NB58jPF9S50lIiKxoNfffjj8KKPa96ZHU4oBa1t6q1FU/++CP+3q8feg0aBFRUoM1uxyfHjuFYfT0GRkfjjpwcIp0xMaRKHT1KZKmigsi6xyMY5yYmwnD0KN5UKKA5dQq1GRn4sLkZxbW1UKnVaOF5zE9ORmxtLbVRpSLC19ZGKzh37xZWuQL0LObn+8br6d69sSQvDyv37MF1F0qCmCu/eMwBwbYi0CwYwND0dLy3fDnw2GMXdi0JPw+dFS7/gyMlJYVyXbtAXFwc1q5de85zDRw48JyO72azGQsXLsTChQuDfm+xWLDrHCtwcyUfut8lLphwZWVl4dChQ2hqasLKlStx2223YevWrWhvb8dbb72FAwcOXFDR2Mceewz/+Mc/fJ9bWlp8fiN/BOSdPInundVQDESgo3sXkAHgAJoYU1P9v2QEQqWiSchiIWVHJqP9A8OQajUlnp89S+86nS8fRqVQYEpWFm4fNKhjI8LC/AscA4IRabAVkDxPk6zVSmErnqfrBbqdx8dTSCnAs6qgpgaP/PQTdgwciLhx44DGRjys0yH19ddx9K67EMlyhmJjidAEmWRRX0/KTVSUEJKMjAxuLQB0GsrjeR5vbN2K/dXV2PbAAxiRkEAEheP8VaWiIrJYqKyka8fE0Da2GpMpbgYDjUVdHY0rSxBnMBqB/ftpm9lMyeKsjqVcDjfH4a19+/DiqFEAgPcOHsTj27ejT3w8hi9diq/a2/HSvn04WFmJvvHxyLJYcOfatchvaMBLo0fTv8mEBCLjR4+S2sdCgQBdy2oFmpqgMZuB9HTwra0o8njAcRxu1mhwICoKoVotEZzwcCJBdXV0P9liAZVKKC9VX9+B6A61WLCvpOTCCVdCQsdnkSE/n74PuJZBq0V7SwsZ5p4jj1GCBAkSLjUumHCp1Wpf0vzAgQPx008/4a233kJ2djZqamp8rrsAhdv++c9/4s033/StbAyERqOBpjNbgz8ATh49igHnQxAjI8+bbAGk+vimj7o6SvLmOAoVsfyVI0doopTL/b2blEpSMZiKxJKkAVJUVCpfSSBZV7/cgpGRsjJSQ0JChFAlg05H4SQxGautFcw0GVwuaqOYcHAcMnv2xFfixGiPB2GtrZjRvTu6L1iAGLMZy+64A70KCztvs8NBylZTE5GawLERg+f9SNuJqipUNDdDq1Jh5NtvAwBuzcrCCFbbjy0MsFiEHCqAzFp79SJC0JmBLKttyfOkNGm1tK2+XsiNS00VwnSikDPP88hZtAh9Y2Px6NCheGDzZizNy8PJhx9GbEgI3tmxA3du2ICrs7Ox4S9/8f3gyYyMxH/37MG8PXvgeughyK1WIocZGYKyxso/NTXRYoTGRrr28eOIAvBuz554Py0NO+vq8JRSKbi9u91CKSQAkMlQYbVi16FDmBYdDWUnBKeorQ3fbdqExdu2+Y7jveWLeJ6HSqmETq2GXqOBUaOBSauFSadDqNmMMLsdYTodIvR6TMnKQkJoKE5WV2NtURE4sxnweHxKxK7iYpyqrkZeWRn27t2LoUOHdv7MSJAgQcKvABl/Lq30HBg3bhwSExMxf/78DqZrkyZNwqxZs3DHHXcgq7MwVwBaWloQEhKC5ubmoMtuf2+Yc+utmHvttYjpysH3AskWAEz7178wOiYG/xg/nohDoNeQXE6KldtNJEeloom7pAQYMyaoGWQwjH/7bdzcqxfuDKY4aLVErAIVKgZmeaDVCvX1mP2BmBSFhNAkzvJuQkODrzjr1YsIEHMyr6ryS8K/44cfUNTejm3Tp/sfFx8v+Ji53f5J6gCpMcGS+XU6cNXVeGDNGiw/dAjVLS0wa7WwGAzQKBQ44fW26XAunqfQX0EBkV9Wv1KcoA4QKdbpSFU6daqjpYFKRWNz8CCtEkxKAiZO9Nulob0d6e+/D61SiR9uuAFP7tyJEw0N+OmBBxDS1UINj4fGr7gY3TZvxtobbkC2xeLrN3Q6en6YGWlDg7CIQKule3T6NGC1grfb8emwYRiq1yPzo4+AW24BGhrwVVkZ1lZVYWVlJdQKBdrdbshlMqgUCijlciSbTMgym9E/LAwjYmLQJyICQ777Dv8ePx6TMzM7NJnnebQ4HKiSyVBjs6Fm3TrUud2oc7vRkJCApuZmNLtcOFhVBZNWi/uGDcNbu3dDbjQi1RtilslkkMlk4DgON06aBIfTifaICNwt1VWUIOGS4482f//auCCF6/HHH8fkyZORmJgIq9WKL774Arm5uVi/fj0iIiI6LJVVqVSIiYk5b7L1R0RVZSWimeN3IHieJujW1vNahSaGTCYD73R2bijKceSFdOQIqVnt7RROjI4WVnSd73WCtY1Nyg6HYFgZ6GJsMlG/CguJeHg8lIvEDDgZl29uJiVEnOis09F21s6cHGH1IUDXM5uJqHnHYOH48bD89794evduPD90KF0/O5vUma4S9oP8pujz/POoam5Gq92OQTEx2H/nnXhm0ybckJaGSWlp1I5gY8g8qyIiaFwqK4lsGo00VomJwtgBpPBZrbQvqysIUN/KyqifTicpmC0t1Fenk84XEYENeXloczphMRox/ZtvUFhbiz3nIlscR0atGRnA+PE4u2YNygFkJyTQc+Jy0bVlMiJcoaGkbJWVkXrncgHffkuFzrt3h8ztxmyPB3x7O3DXXUTUsrPxl7VrMT4hAasmTMCYxETqo7dYepPZjM15edhTXIzvq6vxXmEhGu12NLa3o092dlD7EJlMhhCtFiEuF7J27SLT2cpKYNIkP0Xxnh9+wJqKCnxZWYnk9HS8/eij6NaJcXBtQwP+8f77EuGSIEHCb44LIlzV1dWYNWsWKisrERISgpycHKxfvx4TJky4VO37XYP3hus65KzxPKk0FRU0yer1NJEZjUJ+i8dDE1tgyRwvrDYbntu3D695Qy8KuZxeMhnk7G+5HCqHA3anEzaXC+lGI1QAlBs3QhEWBiXPQymXQ+lVHBTeMI9MJqNkdpkMJyoq0D5wIKkrHCf4QHk8wOrVtC0pyb+wNitqfPCgsE2s4LW0EPFrbxdq/FVVEVHRaGjFnEJBZLS9nRzdg+VYWa1+pEcul6Ng1iyMXLUK7R4P5j344PmtjPQqS3uKi/HNkSOotlpxqroaxyZMwPL2djzYowdUPI//3nkn9X33bjqmXz9SzNgqWp6nexgWRu1lhZ3b2oj4sjqIej2RSxZabWqivvTpQ89EayuNQUMDqXo1NUQ42UrJqir67swZzIyLw8xXXsFPx49j8OLF6BEbi5xg/naMgNXU0DVGj6b2yGT4x/jxuOHzzzFx1y4sY4n/cjkRrU2bKJSp1VI7i4rI202hIJf+m2/GgaNHsbK8HG8XFUGlUGDHqFHI9j7zn4wdK+RHif4dhLa0YPrgwZgemN9oNhPJY2WgAqFUEvkbMoSIXWVlB3XSCWD2lVfilQcfPOetjwwPRx3LU5MgQYKE3xAXRLg6WzXRGTrL2/q/grq6OvIUYmBGl0VFRDpSUoi4iAsq63SCe3hYGCk0QRSm8NBQPHr99Xjkuuvg4TjYnU60ORxwut1wOJ1wuN1wuFxo93hQW1OD2pMnoVUq4XC74eI4uLyrCsXvbo6jidU7ObOcGbndLiRPM8hkwLRpwPr1lL9UVUXJ+FFRQqHnQJjNNFGz8CHP07VKSohQqFTUZ4WCyFpLCylCLpdgUhqIpCTBMR1A6Zkz0Gg0eG3PHsw7XxsKhwOnmpow/vXXMSU+HnFKJb4fMQLdsrPxcGgokSeDgdr50090zZwcUu569xZWFUZFUbHmxkah1Ix4HJRKwYZCofDPZWN+YklJpGAx0uF0AldcIShqMhmNGVvJ6rV4mLNxI+ZffTX+0bev/0pXtZquc/QoKYt1dUQURUT11WuuwctXXw3NAw/gbqUSZ1paEB0aio/79iWCp1IB27cLIU+Nhs5lMACtrXjl1Cn81NSER4cMwa66Oozcvh3KnTvRJO57QoJ/XhsbDzESEym5PibGf6WuyST8SHG5hFzFwYOpLwG2KE1uN7p3UjQ4GOIiIlBeXu4ziZQgQYKE3wI/24dLArkBZ7HEZ7WaQjLiyaG0lCZYMZkJnGg6CTUqFQq43G4oFAooFAqoVSqY2So9Bp6nCcpspvDLiRPnbnRMjOAQDuDAmTNQBytyzRLKL7+cnNjb2ylcpFRSrhggOMwzE9KCAiJHYqKhVNJ5jh4lNcdmo8nUaKS2KxSUI2a1UvmcuDhhDGUyOlbk61RYUoLD5eWIDwtDxnPPQc4UP5kMcpkMFqMRm4PYkhjCw8EDWNKvH7Qs+bupichk376kajGVLSlJSCpnha3PnhXGt7mZxvHUKcGigBWkrq6mEK/DIZAxtrKvpkYw/AwNJWLDCDvzE2tpoVDgiRN+43hXYiIeW78e/0hIoGMMBmpvdTX1RasVDE+DhELlcjmeuOIKbDl1CiN79MD877/Hx4w0Op0C+dfpKA9NLgdGjUL8e++h1eXCm2PG4I7evek5Z7UhveFDAHScmHCp1cKCBLmc+l9YSI70Nhtdz+2mc5SVCbUu29tp//79cWj/fszcsMGXlyWXySAHUFpfj2tYPtp5YERODn7cvh0zguXkSZAgQcKvBIlw/QLkHzuGLKez42o9MYIUEwVA+S5d+HcpFQpSpLqCVivkVTU2khpTWBg874sVGQ74jpfJ8L+9e3Gyqgom76qwEK0WITodDImJMCuVSImJQcKxY5SHlZhIkyLP04RZUOA/wQe22Wol0rZrF5GbPXsEBSg2Fti7Fxg+nEjbqVM0+Y4YQcfu3UtO7iLclJWFqRMnor6iwucN5vR4SMnzeDDpf//DjqIijEhLAwCcbmjATyUlSMnORpvDAUdyMrRNTdSGiAgat59+onvBCBcjRbGx1J+SEkGhNJtpDOrqaDyqqoh8sRBjWJiQq5WZSQoSzwdX7xwO4bisLGFxQmUlkZ9jx1Bts+G63btxoqkJi71O0x3MVJOT6bpBzHTFePbKK/Gs0QhbbS3e2bQJH1ZV4c8xMdSHjAzghx8Ab2kRxMVh8pdfotnpRKuYwDKPMZ6nfjOSFRgeZIQ6PJzGkC2i6OxHgckEtLaixulEn/XroV+7Fi02GzLS0vDR00/D4/V/83AcOI7DoF69uuyrGCP69sXba9dKhEuCBAm/KSTC9QuQf/gwbjvXL+36egrZDBpEkxJzCmfhR5ks6Ko9lVIJVzCvKwalklQXMerqiCRUVPiHulgSfZAJ+d/33YflmzfDarOhor0dttpatNntaHc44Ny5Ew6nE2erq9H47rt0gMdD6gUg5Cux9gBCfTxWAshuJ3KTmEjfDRsmqGFhYbRKb/VqIj99+tD5DhwQlLFA8hgWBnNDA8xpaXSegBIx6RERuOKdd5AdGwsXx+Gwt4ZhZkQE7k1NhamggJQ0h4MUyMxMyr9yOEhZ4TjKt3O7qQ/MX2rYMOp3S4sw7kyNcTgEQiF2s1ep6Ds2Xp1BJiO1jV0fAKqqMLeyEk9u3ownBw7E1mnTfDl4PsTF0f2224P7oolhNpOaVFUFPYAFU6bg5lWr8FRRETgA4XI5ckNCEFZXh8zCQjhOnYLN5cKh++6jexKsaDRbGatQCK79zPJj/34izqdPC89i//6khJWWCuTfbKbntagIMBhQERkJvdGIjR9+CGtbG5JiYhD6C1c7pSclobCrH0USJEiQ8CtAIly/AKfy85E+ZkznO8jllOsTF9f5akMW2goLE0KEHg+UAJxdTaIyWfBJ1m4n5UWpFEJOLHQXhHANGzQIw3JyuuomYiZPDv6Fw0HXOnnSfzvrN4PRSISEhZaamoQVfsybyuEg5aaxkSby4cPJ6kG8qCA9nUhcaysRLVYTUYTDf/kLaltb8VNFBXafPYtjZ89iz4gRGCBaSWorKMC/GxtR1dQE1Z490ISEQHXiBDSRkVDV1UHz4YdQ63TQJCfDUF+Pay0WhB8+TInogcn9SqVQ5gfwJyaFhbSSlJGprmAwEMHjOLg9Hty2cSM2l5Vh38yZGBBYKDcpifY9eZIIcHS0v7LIQowKBY0Xc5UX4abevXF9jx5QKRTYV1GBQR99hDirFbGNjZDJ5aiePZt2ZMntKSlEMOvrKV+rspKuKe67TEb37OBBep5bW2nf7Gx6HkpLgUWLhLYOGEBh1pgYUjLlcmgPHcLZqipMuPtu3+KQuKgobPoFLuYylQpGhQJWq7VDUWIJEiRI+LUgEa5fAKfNBo04/ykpSQitaLVEHurqhHydzsDzHVbbqRQKuIMsnRcu7hRWOwaCGX2Gh9N+UVHBCV/37sGT3y8EDQ1EhMQFpBlYMWqZjEJmzOJBp6OwlNtN7b/lFiIqKhXtX18vqEdsPJkKxHLgmptpGyMyrKSO0YhIgwFTjEZckZODncXF+K6mBgPCwnDaZsO9J0/ix7o6jI2KQpZWC6dCAafVijYAjXY7XHI5nBYLLTSorkar241HDh/GqJQUfJiXB0ugHUNYGOVfyeWk0hmNwkq7+HgikedQQTmlEgWHDyPdYMDneXl4eNcuDIqOxul//Qtqcf6fWk3kSmwvUVAg5GAZjRSaO3u24yIIgL4LD6dns70dKgCoq8N2b1j6pvR0fB5sxbFcLlQX6NGDwsMA9VOvF54tnqc2sudZrwdmzgQsFrRardB9/TWpdBxHiq9GQ8+O1er7MdA9Jwelzz5LCqs3TDx2wYIuxy8olEqB0NvtGBYSgt27dmFCgM+ZBAkSJPxakAjXz4TL5YJSTHaiovwdzcXmmyaTf/2384BKLoejM1WM4VzeXi0tpDBYrR1zyVhuzcVAWxuF5gJd5m02mqxPnyYycPIkjcNjjwmFnVtaaAKPjqbvTp8WkvptNiKEJhOphIywMRJmsdD3TieFBSMjKQ/KbAYyMyE/cgQhABaVlWFZTQ1q7XbM6d0bq0aOhFpMNBmx69mTzt/cTOf0+lTZXC48fOgQspYvx/DYWHx02WWIYaFUs5lW0jU00JjW19N4ZGRQv0aP9hsTnuexvbQUe8vL8WNZGXaXlYHjOGgUCjTZ7dAqFFg3fToG9OxJ7WIFqc1mGo9jx4R2R0URqTl9Whjj+HgiX+3tRADDwqgfHEf9amuj70SK1719+uCdXbsQEyx017MnkbeICFL3zpyha2g0QoHt5mZ6MTLF3nkeOHwYOHMG35w4gel2OxQhIXSfZDK6z8wXjMHlQlxAO1TBFnV0BZmMaouKzntZQgLWbdokES4JEiT8ZpAI189ESUkJukVF0aTjcAjvwSCeiLoCz/tIlE6jQVNnJWkAUoPOlbfDcbRfsOuyos4XAyoVEahevYiwtLYS+SgqEpSW1lZK6o+Lowk7KopUoL17SblqbhZCYE6n4OtVU0PO+Q0NlKDNQltKJRV47tmTxp2V3eF5OtdPP+FP+/Zhc3U1hplM+GdKCsax0FxjIyk1Z8+S/UNFBY2lSkWJ4/37E7lITQXy8qBva8M7l12G+RkZePzIEfRcsQKDoqOx8KabEC8OpxqN9Bz89BNQV4eVNTV454MP4PEugPBwHMq8Zq+9wsP/H3tvHR7HdbYP3zOzjNJKKyYLzEwxBuzYDjnQcPKG26ZtkqZN0wYabsMNt04DbZipYSeOIXbMMbNlWxbzStrV8s7M98ezZ2d3tStw0v7e7+3c17WXtANnzjkz0rnngfvB7LIyPH/OOXCyGDtJUmRE4oPLMzLIKtjYSO1nZhJBbW5OjGHz+WherFZF/yxJUgGAotkVxbObNyNLp8PjydUGxo2jOQ8GqV/NzfR8Mivb+PGJmYoaDfWdPVeNjXR8YyMu7umh+eztpTHwPBEik4m+ezx9rLWf7d6N27/6CsEBkgH6gGnJxWFSURHu/+yzobWjQoUKFT8iVMJ1jDiwaxdGsIXN4ehbTiYeX31F+202IhojRyZap7Ra2u/xEBHS6WA0GBDob6FJl/0Yj9xcajP+Wk4nbR+qKzE3lxZJt5sWdJeLFrW8PCW4nVnkdDq6bk4OHc+IY3c3ffbuJeJUX0+uxqYmIkxWq5IB6XTSGJneUjBIRANQNLO6u4k8MdLD8/iDy4W1dXXQyjK+a2rC36uqcNbkyXDGu2xZ6aDcXIorysuj716vUtImN1fR1LJaga4u6DUaPDZ5Mh6eMAF3792LCU8+ifFZWXhpxgyUTphAhGHz5thlXm1rQ77JhMVlZdDzPPSCgDKbDWNYGaicnL4Zh6nQ3U1zes45ioq8y0VEJSuL+lteTvFxLpfyLKaygGq1iuJ/FOeMGoV7vvsOuzo7MW7SJLovwSBZ6EaMoPvq89F9yc4mKxegxKvZbDRX27YluoGzsug7k79Yu5aKcm/bBpx8svI8sH5VVcX6fsnrr+OL3bsxb9YsvHPDDQPPEYNGk3APGHQaDSS/H5FIBJqhWsxUDA5DrKZxTPixXhJVqPh/APU/zzHiwK5dmJKbS1+SM7gYWLC6yaQsLvn5yj8mVpOPpdkDZFnhOJi0WnqzZwsYE8VkGMgdyMhWPDQaxQ03FDA9LAaPh6w5rBBzunOYtYkhM1MpAdTTQwvy3r00P21tNHYmTslEc5uaKN6HFXRm7ZWWEnGIWu+6rVactnw5NnV24uWqKnAch5tPOQVnMMsJK6BdWUlz3t5O/cnJoX2sKHNTE11r+3a6hl6v6GoVFgIcBw2A+/Pz8acZM/Dn9esx6l//QtZXX+Hd2bNRFQrBEL1nQUnC8U4nzhk2jBT/4y2NFgvNESv2zhTrc3ISrUYAyWrMm0f3LzlWjpUSAshNWFSUOn6LwWymMcahxG7HS2ecgXlffIH6jAwY6utpDk48UZG9YK5Mj4fmTqule6TVkiVTFCnjlGWkMiI8bBhdMztbqbawaFGiHh1AFsbeXhxqa8OFr7+OAy0t+Oq++zChrAwWJqgLpI5ZZBAEIonxz2ocJubmYseOHZgSn0mqQoUKFf8hqITrGHHw4EFcvGgRWbcEgSwuydixgywYp59O3y0Wys5j0OloQUt+a5NlmCIRBP1+IhiHDikxL+Xl9HsoRFaFVHFeej2RGJOJiAKzIuTkDOyGHCwGQ9pCISISBQXU5/Z2ReBz1Chlztic7NunWJSGDSMyxdTbk1Xle3ooy621FXA4cHTrVtT09uLT0aNxanY2uTdra4ngms1EnsJhugduN5EDpl3FLDZOJ523bx9JVBiNdH2bje5BkouXdzpx15gxOKugALNXrMC5q1dDw3GQZBkyxyEgSfh++3Y8tns3Wnt7se288zC+ooIsPIwMT5pEc5SXF5NtQFkZ9SUzk8hmtDAzALJuxSPe0hkt5RMTEU2G1dqXzAF4cN06PLN5M3qDQTTa7agoLKRnJxymc/bsSQzYj3dTTppE5BQgQrp7NzB3Lt37igqKrSsvp3vgctEzcOgQSUbEk/WyMiAcxvd1dYjwPLY//TQqWQkjr1dxMRcXJ9bpjEfyi0ES5uTn47uVK1XCpUKFiv8nUAnXMaKpoQEFLHMOoAVcp1M0ryIRImPd3bQoNjfTgqXXK0HMHR1pxSrNer3iUnQ46Fi3W1ncGGw2WhzNZsXSxtTvAbp2To5iQWKlY+IXrXSuACZueixm/K4uKhcDkAUpJ0chWwAtviy2jVmzTjyRtvn9ZMk4fJjGotMRATt6NLEvdXU0v5KEPzU1wWE04tTjj1f2My2v3l4iZvPmEYlxOmnRTyYlnZ10H7u7lYSDujpa5BnKy5UMyai1ZUJmJnp/9SvFlZWVRVYxs5na6e7G+M8+g6e7G4jWxgRAZKWujtrq7KS+5eVR4L8gEGGJJ1tA39qb8fMhSeQOtNsTywMxmYhwOCF5Y29bG6754gt4QiGs/9nPUDp8OM25z0dxbGecQWNltTVFUalAcOAA3Y8NG6ixggK6x6NGKdcQReDyy+nesSB6Nm979iSOIypbIsoyMiwWhWwlo76envf8/MREFI1GEY5Ng5llZXhp1SrcePPN/R6nQoUKFf8ODBDFrSItIpHEotVMS6qzk8hGMEgkiy3eLMamsZFciE1N6bW5ANhNJvhCIVo0TSaKpUkuBAyQxeGZZ4DvvydSlp2d+JbPimRHInS9w4epD2zxPHRIiZti45Ak6r/LRSRJlqlQ92DBavMxsCLUTB6BlaZJlktgZX/8fqVUzPr1NH9HjxLxLC8nQsFxZK3xevHs1q34uKcHHy5YQKKpvb10fDBIRGPMGGDBAiJznZ2KlEUymMvvnHOovmF5OZEOVsB73Djq49GjZJ1jMWUZGQrZHT2ajt+1i8hIlDROKSrCGd9+q1yrqIjaycpSRGOZG27UKLKMvvce8MEHRLIjESJ08e7AzMzU7kOWNWg2KxmBPB8TbN3X3o4Rf/87Fr3zDk6uqMCu669HaWZmogWPWYHsdrpPublKwsOIEcCZZwLXXkuWwPHjaT4OHKDnvb4ebfn5kINBmstzzwXOPx+44AL6ef75iWQpPz8295Isgx8oFsjno3ltaFBEZRsaFEtlGtjz8+Hu7Bzas6zivx7hcBi33HILxo0bB7PZjIKCAlx++eVoSnLNX3vttaioqIDRaITT6cRZZ52F/fEvmSDPyFlnnYXs7GzYbDbMnj0bK1eu7HPNl19+GePHj4fBYEBeXh6uv/76hP3vvvsuJk6cCJPJhNLSUjz66KMJ+z/88EMsWLAATqcTNpsNM2fOxFdffZVwzAsvvIC5c+ciMzMTmZmZOPnkk7Fp06YfMlUqBoBKuI4BPT09sGm1/R9kNitut3CYFr4hZFtZDQaEWLyKLCsZaFVVtOAxYdGcHLpWJJJefsLrpf3s+l1dFDu1Zw+RsEOHaCFnRaf37CF9p6YmICMDHM/3r3qfjGR3o9NJZDA3l1xkTqciEQHQojl5cqK1pqcHmDEDOO88ZbvLRQu7JBEJkSQgFMKrvb24ZfhwjIhEyCoUiZBVZcYM4LjjiDAw0pkOWVlE8jZuJKLEFvLeXpovi4XmSZKoryzLTpZpDrdtI+LFtgNE9saPB1pa8FJpKcwaDWbs309EbudOsurs3k3XrapSCPXRo9SWJAHLlwNvvw28/HLfAPuBFNi7uohch0KAVos3du3C3Ndew+xXXsHtc+ei/uab8aeTT6YXB5NJyXjkuNTkPhl6PfDTn9JzOWUKzVFeHgJlZVhVVQX87Gc0F35/X1LPwPNE6qKEdVCEi0GWqc8uV1/x3WRYLIBOh3KbDTWp3P8qVKSBz+fD1q1bceedd2Lr1q348MMPcfDgQZx55pkJx02ZMgUvvfQS9u3bh6+++gqyLGPhwoUQ4+IOTz/9dEQiEaxYsQJbtmzBxIkTccYZZ6Alrg7p448/jj/+8Y+49dZbsWfPHixfvhyLFi2K7f/yyy9x6aWX4he/+AV2796NJUuW4PHHH8df//rX2DGrV6/GggUL8MUXX2DLli046aSTsHjxYmzbti12zKpVq3DxxRdj5cqVWL9+PUpKSrBw4UI0suoaKn50cPL/stc9t9sNu91OpOYHlvT4d2HTpk348pFHcPdZZ/XdyWJoDhzoG+A7aVKfOCBwHC04BoMiHREKYd3OnfjFM89g5113pe6ELCsFjOvriRhMmZJQmBqAUjrlWFFcjJLLL8fWBx5Att0+8PFarRLEHQzSeHNyiKywfypGo2KZcTqpj/Fu0GTodErpHAabLebqmvvii7i+tBQXlpWRJWr4cJqPcJjOTSa68Vl0335L9yo3F/juOyJIHg9ZtuJLJ5lMdD+ZBAirDBAKUfbdiBE0VqOR7r/JRNdmeldGI1bv2YNf79+P7aWlSkzS1KlkncnIUGKmdDoiiUeO0DPT0kJjam3t6/6NbytuX0dvL+5fsQItvb145swzkW2zIeP223HLnDlwh0J4MFmPil2P4aGHUt+LFJCuvho8SzoIBtGckwP9T34CR/xBGg3FMrLkh3vvpW1aLc191P35z/Xr8eb+/fjmT38a9PVjlsnW1r5/X4BiRezqwpvr10OcPx+XXXHF4NtXMTj8F2Upbt68GdOnT0dtbS1KWOJLEnbu3IkJEybg0KFDqKioQEdHB5xOJ1avXo25c+cCADweD2w2G7755hvMnz8fXV1dKCwsxKeffor58+enbPeSSy5BOBzGe++9F9v25JNP4rHHHkNdXV2i5yUOY8aMwYUXXoi70qwpoigiMzMTf/3rX3E5qzQxRPz/Yf3+fwk1husYcGDPHoxgGYrx4DhFf0qnI6JhsykZhnp9YmwNQMf4/X0yHU0WC8LJhM1sJnLG3ISBAC2SzKLExDjjEQ6T+4plO3IcEYn+/nHl5yvK+KEQplZVYczvf490/05lWcac0aPxwW9/S33TaBSleBaYXlhI/e/qorGWltJPRr7iSwElQ68nIlVXpyQpdHUBHg8u+uYbbO3qglxaSvPsdBLZstkUF5Mg0D6fjxZlvZ5ipbZtI1csm6esLIWcJS/cZrMSrxcMoi0YRA5zm5aU0JjtdrqfRUUkvNnZSdfmecWSE4mQla+2lvqg1VLb9fXUr+Jisn7xvHIcEBNhjcXU6XRKIoXHQ2OtqIhlr0586imcNGYMTDYbFvzjH9h2110QeB43zpwJU3LVg9zcREKbnU3u8EFYuWpqarB6yhSMaG7GhEgEEVnGEyYTzvL7MTte7ys+01CSAOZGMRjI1RiFJMtpF4y0YBm7OTnUXnwZI52OnpVoxu+ckhLcv2yZSrhU/CD09PSA4zhkMNmaJHi9Xrz00ksYNmwYiqMxoFlZWRg1ahReffVVTJ48GXq9Hs899xxyc3NjiRzLli2DJElobGzEqFGj4PF4MGvWLDz22GOxdoLBIExJ/+uNRiMaGhpQW1uLsrKyPv2RJAkejwcOh6PPPgafz4dwONzvMSp+GFTCdQw4sGsXzs3LUzYwYsFqIbIg67jA6tgiySxAWi3t93pTvhkaOA4+RqSMRloEmUAoO97tBk47jUjIvn2p3zCZOyczU4kZKy5OJF2sRAvH0XHBYIJb8MPbbut/Purrccaf/0xfJCm1RhiTpGCCqxxHlqWuLtoviqmLJAsCzZvVSvNsNpO7M4pldXV4c8oUnF5SQq46q5XG6XYrGmGsVFBvrxKDBVAc17hx5HZjBNrvp4V782ayPkkSkcW6uliWo9TQgFdcLnQWFODC0lKUjhgBx7vvUoZjRgbprjU1UXxTTQ2RpIoKRf6DxbPpdNSfoiKKjwLo+MpK+h5vYdu7lwgbK1bd1kZzs3MnZcNOnkz7mbBqfj5W7duHP559Nj7duhVVd9wBXyiEyiefhBRPtjkOMgAOwNiCAnxz1VWKoGo6wvXhh3Sd4mJsXb0aLWYz2jMy8GJ9PYZ7vaiLRPDqmjWYePbZMPt81K9Ro+j+NTYmWtICAeVFpKcHMjB4l2IyZJnuv82mZMiyDwCIIkoyM1G3YsWxta9CBYBAIIBbb70Vl1xySR8rzpIlS/CHP/wBXq8XI0eOxLJly6CLhidwHIdly5bhrLPOgtVqBc/zyM3NxdKlS2PE7ciRI5AkCQ888ACeeuop2O123HHHHViwYAF27twJnU6HRYsW4be//S2uvPJKnHTSSTh06BCefPJJAEBzc3NKwvXYY4/B6/XigriXm2TceuutKCwsxMknn/yjzJOKvlAJ1zHg4IEDGH7OOUQicnPpH3q82yrdguHx0DmRiBJPlOZYrSCgjulSeTyJsgg8T8HhJSVEKlhc0c6d6Tvd1UWLPCvtUlJCfejuJrcaQAvVCScMfiKi0Gg0kJiVIU2R7ASwMVutitVo/37FEscICVPKZ3UWR44EBAH/s3kzDjU2Qo62dVZBAcVAFRfT4s2Ipd2eaG0zm2lRLioii44kAf/6FxGfmTOJuEyYQPPd20uq8yzZobgY6OyE/MkneKKiAhstFrjdbrgCAfxuzBjYR42CEAxSG9XVdLzPR7Fkzc3UB6ZlFQ4T6Zg6lfrT2kpuQ+ZObG+n85O11np6qF/s+ampASZOJKLa3k6W1eOPB8xmLL3pJnx/9CiueuklTK+qwn3nnYeJeXng458RjiM5hu5uSJKESc8/jwXPPYcvFi9GvxGKR44Ab7wBTJyIhQ0NCE6fjs7sbARFEdWZmbhRkrCV49DR0AAzE8xlru+vvgKWLqV2Ro8mMrxhQ6wSgSwIfS1c8Tp07BNXlaEPeF6REknhYszUaOByudQ3eRUp8cYbb+Daa6+Nff/yyy9jLsBwOIyLLroIkiRhyZIlfc699NJLsWDBAjQ3N+Mvf/kLLrjgAqxduxYGgwGyLONXv/oVcnJysGbNGhiNRrz44os444wzsHnzZuTn50OSJITDYTz99NNYGHX7v/XWW8jLy8PKlSuxaNEi/OxnP8Phw4dxxhlnIBwOw2az4cYbb8Q999wDIcXL7ltvvYV77rkHH3/8MXJyclKO+ZFHHsFbb72FVatWwZCcCa3iR4NKuI4BPo8H5mHDaEFNpXeUDsEgEYn+VOmj0Go0KMvL61uaRZYVl+SoUYq7LBwmN10KnSUASoxYbBBREhOvyj1q1ODHEt9XQVCsJqJI7bI+pQJbLJOD2DmO5icSIeLR3EztWK3K/p4efLFnD14+6yxwAIqzs2ncJlOiXhNAVqbubiJYoRAtvsEg9W/UKCJg8+YpJGbBAjrGYlF+zppFBK6lBW5BwGPjx2Oz3w/O74cgCHD09sLwySdos9kgaDRwbtkCrrSUgu/HjydCHAwCGzZgUUcHzsnKojkaNoxIsygq+mw2G5EojSYx8cBiofFFIorCfLwLUJKUZ2r1amq7pQVTvV5snzoVzmXLMLqoCLxWq1jBALpmNG6O53ls+/nPceH77+PUzz7DN9dck/6Gl5RQMsKnn8JaWIhL1q5FBIBx2jSsbm2Fiedx3erVZNHz++magkD9tlho7kWRCNjYsbGSQW988gmuXbcON8+eTVmeBgPNRW2tUjB7xAh6dnt7KQOSxc8wIsaer44OxXqahNn5+Vi3di3OWLw4/RhV/NfizDPPxHFxZa4Ko2LM4XAYF1xwAWpqarBixYqUMUp2ux12ux1VVVWYMWMGMjMz8dFHH+Hiiy/GihUr8Nlnn6Grqyt27pIlS7Bs2TK88soruPXWW5EftSqPHj061qbT6UR2djbqoiESHMfh4YcfxgMPPICWlhY4nU4sX74cAPpYt9555x1cc801eO+999Jarv7yl7/ggQcewDfffIPx48cf46ypGAxUwjVESJJEb+D9CCz2i0ESNEGnSyRIHEdEwe9X3Idmc2JQuNVKViAWRNzTo1hDNJq+RI9lPzKkefsZCNp4CxegKJGbTKmzJpmFoqSEyNDhw4qrkRWPjiIYDmPen/+MsCyDA/2zCUYiOHPkSCIWfn+MiMXaBhSZAQB1wSCKN22C0NVFLthwmIiL0agIpHZ20vW/+45kJMrKSJxz1y76PSsLf21qwtZQCHq9HsFgELIso81gwL3d3TBwHLQtLfiL2w1tUZFCkqIxYpM6O5Gr1+PNs88mgsF0rfR6RXeMZc+x7VlZ1E9RVPSuqqoSM/KimZowGpXnhbklDx6EwPPI0uux+dAhzB09msgps3Ilqb3zPI/nzjgDY//2t/5j/MaNIwvXiSdS37xeaOx2XN7QgM7KSnA9PcDs2UQaZZnciEzAduxYJcYuKwsvfPcd3mhogABgTXMz/lBejoczMug+MJSXE2GrrKQkAibgGw5T24mDoGslx6nFYXZhId7+5huVcKlICavVCit7yYuCka3q6mqsXLkSWawu6wCQZRnB6MuTL/q/lk+qbcvzfOz/5+zZswEABw4cQFFUg8/lcqGjowOlpaUJ5wmCECODb731FmbOnJlgwXrrrbdw9dVX46233sLpTHw7CY8++ij+/Oc/46uvvsLUqVMHNSYVxw6VcA0R9fX1KGb6S8eCwWTZcBz43l7IHEeLLiv8y4ryer1K2aBQiH6yBTxe0JQFY6eDTofQGWfg6YcfhlGWYbXbYdNqYTUaYTebkRH92EwmaDWatMHMOo0mUduIFSTuT4YhnhiNHEkWG1kmogLgpL/9Dd5QCKIkobGrC/9cvBiRqB5Y5gkn0Lx0dSkxQMwFGQwSiZQkwGRCc10d/sHz0FRV4cJQCCN371asa6xMTlER/W6zkf6WJFH7LI6pqwv73W58WVMDUzQL1BMlzjt37sS4cePQfvQo3jxyBNqJE6nNsWNjpO9pWcb+YBAHzj2XSMewYTHJDezeTYH+jAxXVdExLM4sNzexnE91NVmImHsyEKD+lpUlxEZ9fvgw/rBmDbyRCCI8jznMemk00vOSnZ2yJJXDZEJEkuB75x2YvvqKhEt37SJCygjhqlXU3/Z2ckEfOgSZ41CTm4tQQwNG+Xx0DbOZxpKfTy7TjAzA5cLy5mbcvn8/dIKAbS0tuKCqCseXlODKE0/EZTNnKlZbVnhdFMmixp6n5LJAAF0nGFTqbPaDcfn5+OMnn/R7jAoVDJFIBOeddx62bt2Kzz77DKIoxmQcHA4HdDodjhw5gnfeeQcLFy6E0+lEY2MjHn74YRiNRpx22mkAgJkzZyIzMxNXXHEF7rrrLhiNRrzwwguoqamJEaLhw4fjrLPOwo033ojnn38eNpsNt912G0aOHImTTjoJANDR0YH3338fJ554IgKBAF566SW89957+DZO5++tt97C5ZdfjqeeegozZsyI9ddoNMIezTZ/5JFHcOedd+LNN99EWVlZ7BiLxQJL9P+wih8XKuEaIg7s3586Q3Gw0OlSW30YtFqgrQ18NIAYWVn0YQRFq6XsNYZQKFFlPh56vZKGnwo+Hzbs2YM7NmzA/OHD4f/XvxCIRBCIRBCMRBAEEJYkhCORxEDrJNIoyTK63G7k/fznsW2CIKDx5Zf7m4m4BiQK1u/qwvvffYf7ly/HvqYmfHjRRYhIEqqysjAqOYuxs5OIkterBEYzLS2fD7IgQOZ5cPn5cBoMaO/owDM9PbjS4cCE5mZo8/PBWSxASwvE2bOBOXMgjRiBL5cvxxnffgu+qwuw2RBxOPBtYyPeF0XSiIq+jVosFnR1dWH48OHIsdlwlcMBrclEsWilpUQOqqoAkwltW7fi/MpKlLjdFOxeVUWWr8JCitUKBsn16HSSG46hogLYtEkhGvn5lCDB80SwXC76jBhB52k0QE4OdnZ34+5ly7C3vR33zJ+Pu+bPB3f0KJ0nCDRvLNs1RcyHTqvFsGeegVmrxZZNm5DJJDa8XiLEY8bQc8WqARgM4DZuROHo0fhlbi60HEeErKGByOK8ebFC1hdu24aVhw5hRFkZbjjxRIQiEZw9eTIs/cWNsLjH/iCKdO+TXfApIPA8NOEwAoGAGq+iYkA0NDTgkyhBn8heqKJYuXIlTjzxRBgMBqxZswZPPvkkurq6kJubi+OPPx7r1q2LWZ2ys7OxdOlS/PGPf8S8efMQDocxZswYfPzxx5gwYUKszVdffRW//e1vcfrpp4PneZxwwglYunQptHHaj6+88gpuvvlmyLKMmTNnYtWqVZg+fXps/3PPPYdIJILrrrsO1113XWz7FVdcgZej/5eXLFmCUCiE8847L2FMd999N+65554fY+pUJEHV4RoinnniCVR1d+OUyZOPrYFUMVxMOiASiVmk2t1uTH30UdSyAOOBwN7wk+H3J6bJR/H+unVo6+7G3oYGrNm5Ezt+9Stlp16v1BIcKux2wO9H6eLFCIZCMcuXLMt4/Jpr8D/Rt7Q+4DhAEFBx1VW4bMQInD9mDMbEE1utllymej25ZQMBIh0NDYoLrrMTOHoU0ogRWCfLeLu1FQVZWSgzm2Gy2bB8926Isgyv1wvJ78fFFRXI1+mwq7AQmfn5mDNnDvR6PV65807MyMjAoe5uHPX5sLW7GyaTCaIoQpIkmMNhNHk8GD1iBOYXFuKE8nK4li9Hbk0NkSYm2xG1Uv2+pQUd4TBemj6dyGVTExEsjqN7M3s2WYAqKug+er00xkiEjrfZ6HcWA9XVRW7BoiJ6dlwuymoMh9HU04Nh776LsRkZaPT7cdnw4Xh0wYLEmK958/olJhFRRNBqxbxnnkFtRwf0ghCTBKn1eDDMZgNEEZwgABxH+2QZXFTSgWP3XBQx3+HAs/PnxwhTzief4KNf/xpjCguRwTIKNRqylv0QWK2KZSs7m+aKuViZJTQOf1q9GvP+8IeYC0eFChU/HP/b1+//11AtXEPEgT17cEbcm0QfyLKiuxT/YftYgHYwSItAKvcI6C18SFw4lRQDu2YSJEnCpY8/jnlVVdALAn4TFyAKgNxhx0K24jIUaz/9NGHXz/78Z+w4ciQ94ZJliMEgWlwu/H7OHJiZ0nthIS3KLS3kqjx0iObT4SDrXpSoIRKJBcf3hsPY5fEgGAqhprkZC6uq0O3xQAa5B3p7e+HxePBOUxP8fj+KPB588sgjqKiowJw5c/Dl+vVYV1EBh8mEc4cPR67TiVWrVqGnpwe5RiMWchzqJk3C9fPmQYiON/fcc0kstKmJ3L/bt8MzbBj2LFyIPe+8g6LaWoq9KimhOWprI1fquHE0nuHDlXJFyfeMkSOnUyHPY8ZQTFN7O8WE7dgB+P3Ik2UUGI34VV4ermF1GJnAaFRtfSArkEYQoOnqwtpTTkFPMIhw1JUrWixwezwwl5ZCFkXIkQgkmw2yzweprQ1ySwukPXsgA5DsduyIRPDn5uYE6xTPcZg9fDh9kSSlL7m5SlLDUN8BLRYit4zAtbQkvnxotURw2d+hJGGOToeVn3+uEi4VKlT8x6ASriGi7uhRlJx9Nn0RRSV4NxRSivz2h9xcRYG9HwyZcHm99Faf7K5MCtBkcJjN+PKyyxI3Go1UDgfoK0mQDhxHixzTIEvj+uE4LtEtmQKCIODqhQthf+ABbL/zTowVBCWQnimxMxdpR4dSigYgC49WCxQVwbZhA65tbkZvaSluMxjwXHU1jEYjCgoLIcsyNBoNuru7ceDAAVRWVsLtdmPChAngOA67d+9GaWkpAoEAfAYDmouKMGPSJGzduhUulwutfj/eAvAGI1saDbnVjEZa1G024MgRyLm52DRvHupDIWRlZ+OFpUvRmpWF4kAAt5tMKFiwgMhVnKYYjEYaRyrF/cpKGq/drhQrP3qU7vmwYTG5Dz4Uwu0uF24+fBjbgkH89fLLFeFYpgM3aRJZyFI9qyUlRGA7OqBxuZBlNlOfsrNjJYJiQfClpTR2gAjw8OH0/Oh0gCzj+2+/xZEDBzAhmkHFAQimcw2yygMcR8SSZZwajYkljLq7+1pyWWxjV1fqzMRwONFVazBgPM9j3oMP4o4HHkjdHxUqVKj4kaESriHC19OD0NGj0Gs0fbJNBoXWVlo0zeZECYMk8DyPIft6U/WHWYoGA7+fXFnJ5YH6g9Wa1kqX0DWOg5SGjD7/5Zc42tYGWZbx+sqVWDRxIgrLyhQpBOZW27ix78nDhtHPjg4lA3TOHOyor4ejqAh/5Ti0Z2RABNANYMn69ejs7EQgEEBWVhaOHj2KtrY2jBgxAhzHQRRFCIKA/Px8yLKMb775Bp9/9hmEcBiSJMHb04M/5+RAW11NQert7WS1FEUiICz7MjMTYw8fxpyuLpydm4trTzsNyw4fxov19fhnOAzbs8/C5fdjw0knYXJmplInM7kA87BhRBiamojsOJ1EtJgLrr2dLDo6HREjScLPtFoUbNmCsw8fxu/r61HKin2Hw/TRaCgOUKulvhsM1H4wSO2xxIuJE2n+fT5qn8WgaTQUc6dJ+vcRT4ABfNfYiBmVlbj/3HNjZLtwoIQTWaY+CALdf78/0R2YkdGXcCVdd0BwHLLMZpw6bhwkSTq2v2MVKlSoGCJUwjUEBAIBbN6/HxX33psog9AfmOZUdMEReB46jQZajQZankdtWxuq8vNhNxqh12hg0GigEwQIHAeX242r77kHHMgNKMkyRFGEDIqJ8gWD0PA8CrKzYbdaYbPbkWk2I9Nmi31skgT09KA3EIDb54PH74e7P4K0Ywel+/cX2A/EsgmTY2PSIdnCdc4DD2BffT2+e+gh/P7ll3Hm9Onodrux409/Qkl2Nh3E+mC1Jqb/8zxZk8xmpT4jQzSYuyQQwF8bGpCp12Msx+GE7Gzktbbi5uHD8VR3N3ozMqDT6VBSUoLMzExIkgSDwYDMzExotVoEAgGU5+bC1NGBq5ubYeI4LNfpYHU4kJeRgYNHj6KouRkmj4fIR3e3IloKgOvtRe7evYBeD312No729KDR64Usy3ho1iz8evJkTHr7bXTHjzGekPI8uSYbG5WEicJCJXsRoOuybLsTTwQOHcKRSASnbtmCkCRhycknE9lKBiuwHS13g1CILFgaDblsmdSGx0PPbU4OWbJyc5W6lnp92gzYJo8HC//1L3BaLb6++WbkH0tWryimJvJut6JMz0hg8jPQH7KygC1bAJ8Po41G7Nu3D2PGjBl6/1SoUKFiiFAJ1xBw8OBBXHfBBXjgZz87pvMlrRbe7m64e3vh8fngDodRu2MHeI5DIBxGbyAAfygEvyzD5/PhEqsVWSByJQgCeJ6HwPOx0icra2vR4fMh12jE0fZ29AaD6A0E4AuF4HO7EYhEEIq6cHSCAJ1GA71OBwOAa9JproTDtLiWlKSOpWE1vILBIRWrNRkMeGHpUny+dSt0Gg321dZCp9Gg+KqrcNvixbjr/POpzYyMxKQCnicSEK+0bzAoNRArKih7r6ODCEhtLdDUhCwAowoLsb6nB98fOYK8efNwMBDA5iNH4BFFaDQaiKKI4eEwBK0WWyQJsihisSRhjCgiD4Ctrg58by+4UAiw23GGIKBLpwPX3g7txo0wVVSQCys/n9xp8YHfXi8wahT+8M03eOyLL2DV63HFqFG40OnEhSNG0PMgy9Ay60p3N1k+GaqqiNCwOdZoEgmZw4GOjRvxE5cLjcEg1rndyO3owAl79+LWBQtw3ZlnEolyOJQkg5YWur/9vSxkZtJ58WSKZYHGq9SzGo5JxPzhTZvw0Pff484zz8RNp56a/jrHCqY7FgpRX+MJ6EDgeRpX1O04R6fDdytWqIRLhQoV/xGohGsIqD54EFWs5t0xgOc4WI1GWFlAuiBgutWaegHMyEirlM2gFQTsbGnB3264IXGH2Zy6zA+zCAxklSorUzS++lxUq1hABgmv34+Tp0/H7y+7DB6fD9OvvBJGgwGBQABdTz0FO6uhePCgInnBMvOYSClDVhZpUGVnUx9qaoggMi0yAE2VlTBEIjD5/ehobYXFbscNr70Go9EIg8GAUCgU0xRb19MDi8WCcDiMcDgMQyCAURYLfLIMQZYp1o5JKHR2ItNuJ6uTzUbuOJ2O3HHxsUk2G2obGjD/rbdw2OfDN+eei/lMET0ORRYLztq4ETqWpcoQ7Vs4EoHL64V8441KFQG9nu7v9u04b/VqTHA6sbehAa27duFjrxe+aCo45s/veyPcbnou0sUPMoHczk5FfqKujghvkvuwdfNmzF++HGJ0zj1Rol+cnY39Dz2E3CTL2q9eew1rDh6ERhAgRF8cNIIADc8nfLyBABwWC7TRY4T4/dFz2e8arRZCJAJtKETfOS7WpjZ6jDZ6vDa6/ZeffIJhZjOeGTsWs7OycNNXX+Ha5L8fFSpUqPg3QCVcQ0D1/v2YwzK/hopUtd9EkTLrGhr6kq6B6hECMGi1CKY6LpUmF0AEKj+/f2HIadOon+lcisegInLWzTdjb3U1glHLUiAYxNY//hG+UIjIFkBzMXo0lXCJamnF1NpLShJjm4JBIl2iSOOJFhIXg0F8kJ2N3cEg/qetDT3BICpyctASCMBisSA/Px91dXXQarWQJAkajQYmkwltbW0wm82YazLhBABSOAyTIBBBYTFkUUV1RCJUsicYBLZvp2D2UEjRuBIE4NAh3LB+PSKyjNZf/AI5LO7IZqP9RiNgMODziy6ivjscdI0kF1pTdzdmP/QQ3Q9Wt/PoUeDQIezaswebe3vxxPTp4DQanFJXh+F2O14/91ySfYiHKNJ8sZJL8eK48TAYlIB9JqSbm6sU1o4rA3WwuxshWcYLN96IL7duxRMffYSplZVYe/vtCU32BgI46ZFHsKO2Fkvvuw88xyEYDiMYiSAcDiMYDiMUicS23fPGG/jlrFkw6XQIiyIikgRRFBGWJIiShEg4jKBOB5/fj4jXC1EUabsoIiLLECUJoizTRxTpJ9sGoKqgAGdPnYrLly9HZ28v3IEAXhvS06xChQoVxwaVcA0B1QcO4KqB9Ld4ntxcgkDuC72eFrdgMHU5II0mtYUrEBhQJNWg08Vchn3OTYdQiOKF0pUYslj6t14NwbIFABt278byTZsQfvZZaDQa/H31auxobMSIvLzUwcp2uyIV0NtLn2CQFv7WVvrucCglbzIzY4WfheXLMXLuXHzjduNujkNzczNGjBiB1tZW5OXl4dChQ4hEIrDb7eA4LpYFmpmRAa1OhzKOw2FZxlhJwivBIE4TReQ6HGQVKiujPmRmEhk0GLAhJwf/3LoVEVGEtHEjRIcDos+Hpe3tEACsnDwZOZmZSrB7ayvNX3yyRH09WTNTxCvFslRzcojcsftTX48z6+vxyvTpmORwYJLDgaeZcOI11yj3KGqVQ319ohSEw6EQK0FQiNj+/URsR49OJO2SpGQl+nxAVxeCogiL0YiLHn0ULV1dMBsM8ASDGH/33QlkLhgOwx8OY8UDD2DOIFx3j7z/Pv4wf75CxNOhsJDGMJTnkSnfNzbillmzEAyHMf+559DY2BgrkaJChQoV/y6ohGsIaG1poQU0HZzOxHqErJCoJAEHDvQ93mjsm5XGwIoa90O4NDwPMRVZ6y/ryuslq5Ao0uLT1aUETcsyKZtPnEhkb7CJAemg1WLGyJHIzshAxd13Y8awYXjnpz9Nf3wo1FcjymolS5MgKGVuenqUeQkGSd9KloFZszDu229x8rhx+LS5GbdPmoSX29uRm5uLI0eOxILhOY4Dz/Nobm7GcRUVuLO4GG07d6KsrQ0mpxPNgoCzPB44WH3CyZNpvnieAq4nTsT9GzfipcZG5EyejLlz50LD8xB27oSwbx+mlJTgdyecQMHlLKi+rS2RHEyYoGSQxruOeZ6OlyRILhedEx+n1NuLW7VahPR6nD1mTF/iHB+bt2dPH0HRdq8XZo0GnFaLdr8fgfp6DN+8ma7D3J6p7nskQv3KyMAD+/bhpQ0bkJWdjQ2PPYamOJdvKumP0pwcFLFEiAEQkSSYBpNZ29hIf2uDqU0qCERqW1qIXEah12pxzfTpWPfddzj/wgsH1T8VKlSoOFaohGsoYIWr0yEdGeN5Ig7JMVlJopB90NMTK3mTClqNJjXhstuJzKXLRmxrI/KycaNijejuVhba9nbghwY8GwzUpiyj/r330N7Tg7ILLkBlXR0MWi2+vuEGFGRkJJ6j05F1hS2KTLGdFStmZWw0Gor38vuV+K6KCuDoUXAFBbiA53HeuHFo8/kgA2hsbITJZMKGDRswc+ZMBINBTM7Px2OjR6NEo4GmuxvZ9fVUZofnkS9JtEAz8qfT0bWikg/Xb96MZ+vq8OuCAvz61FMx7OKLgaefpoV9xgwigXv3UubgkSNKRidAYxs1ighjsiyI3U73fNcuQBAgWyzgku7v8StWoF2jwQuvvIKd2dnQSxJMXi/MLS2w7dgBfzAIDQCtVgud2Qw+iXA9t3Il3vzqK/z0uOOwr6MDFVYrfjtzJvRdXUp/bDYiYKmeH47Daxs34ncXXYSzZs5EvsOB0h9S6ioFtPn5igCqRpM+lnEw7m2djubV51PcpHGYVVqKZ5cvVwmXChUq/u1QCdcg4Xa7Ye2v7lp5ecLbcx8kaxYBSnkXgEhOqrd1tzttzI1WEFITLmBgbayuLlI59/nIaiRJtDCdcgrtZ0WD48Fxg5OBYJYz9lWvR3FODjo//RSdbjfOueMOLHj6afzi+OPxyzlzoGFzw/SV4nWWrFb62d1NfTIYaC7sdiJdWVmU0ReJkGWuuxtYtgz87NnYYTCgvrERo8rLoRMEzJs3D2azGbm5uZhVWYlP29pwYkMDJrS1KXFKbK67uxWSZTDQp7cXujVrwHMcNs6ahalWK/Ddd8DKlURwHQ5Fk2vGDCJbo0cTidJoiMgwtxxABM1up7mXJLLUMYgi5NpaxNP7X33/PVoA/POFF8BxHPzhMPwAug0GoKwM5jFjYHO7lZcCnkdJRgaE7m40e7147rvvsHT9emRnZeFiqxX5rMRQe3vinAsCEf2SEupXc3OCOzwQCuHUadOQ73AM/CwMEVK8+jyguLjZ88/zyouBz0cvDp2d6V9cjEalZFZenhKLF8XwnBwcXLHiRx+HChUqVCRDJVyDxKFDh1CVLs5j2LCBS+GkKr0TT15Ymn0yrNa0pVg0ghDLEktAuqD5ZCQLSPb0UHD1mDGpVchttkGJnPapFRlFhtWKDKsVq556Cq9//TXu/Oc/8ft330X3k0/CEO9GEgRycba3E9FJFrbkOHKLsoy6ESOI3Bw4AJnn8dfp05Gl1WLkjBkYpdGgoaEBfp8P48aPh8PhAMdxaIpEcLSlBSFZJkJhMNB1mUAo649WC8uKFbBE799YqxVbs7LIAsZEYtk5gQB9KiuJcFZVKa7kSZPIsqjT0TFGI2UdHjpE+3mexhyXQRgIh3HE5cInR4/iH4cOYWNvL958660+Vla9Xh8bVx9EicpXzc1Yuno1HHY7Hs7MRH5zM12vu5uyLGfOpJ/x57nd1C+LJYFwRSRp4BirY0R7cgal0aj8bTFhXouF7r3HQ65FpzPRCsZxCpHVaMi1y2pY2u1kMY0q23McB2O0vqZ5KIK/KlSoUDFEqBLLg0RaSYjhwxVtqv6Ql0dEZtQoIgvJ1rDkuBWOo0Wun7p3unQWrqHEXiUvMkeP0iIVDivEjS1ggyFyBsOA5Y0cNht+fd556P7iC+h1Oix+8UV8dvAgXUOvJyLQ1kZWllSJBqxPU6fSvMVZQDhJwtnDhoEfNQp/XbMGfr8fFosFRcXFyMzMBMdxyLRaMX/PHtze2oppO3bQuLRacgN6vdRWdA6faWpCQJLQMmcOWiZMwNYTTiD3pc9HxzLxUJeLyPHo0UrpnSNHlP5u20bkoKaGCENHR6JLUZJo7HGwRb//ctcuWGbMwBtvvgl90jEAoNFo0rq6GxwOdI8ZgyuvvRZLly7FO3/4A8YdPUoWn8OHqc+hELBuHc3njBmJ1lSm8p+djd5AACc+9RTa3e5EgvxjgOcBjkNuspu5vV359PYqrs74l5P4FweOI6unKNL8t7bSM8kQH/8XxfT8fGzetOnHHY8KFSpUJEG1cA0S1QcO4OTx44ks6fVkDenPxZgMjUYhZpmZFFDv8dDC293dV8Cxvl6p/zZ/fkrioRGE1PUJjcb0qf/J4HlypzU2KnUKP/qIFuATTgAWLlTiwQbKCNPr01q30uGLRx7BY2+/jX+uXIkzooKgsbp68fpbyeA4cidNngzYbIiceirW7N6NNVu2YMXmzSgrK0NrZydsRiPm5+QgXFwMzmSCUxBwwvr1yJMkGm9TE1mkmpupmHRdHeTJk9FlMCD3hReg53ksdTqJJLGi46Ko6IUdOQJs2ADMmaPIQ8TX7UtGMEgWl1Su2fp6ei70ekCjgdnvhyAImD1nDq6++moY0jxv/ZWm0ZtM0EVrEWZkZNCzNHIkKdS/9x5d67zzyGKXIkFDFEWc88c/wu33w+3xoKO3F5/effePR7g4jrIjGUk/BtkRWK0KWdVoEl2zyS8s+fl9ts0uKcHqFStwYrrC6ipUqFDxI0AlXIPEwepq/PKKKyhOZ6jQaPq6FFnRZ5sNvt5eoLQUgtsN7cGD4D2exOOZG0WWybISdTNqLZbUFq5wmOKzDhxIfPs3GsnC0ttLbhWmd2W1EnF55hlyfW3bRsd/8QVw/PGDJ5ZMr2oImD1uHNbt3o0n33kHf/jgAzxy7rmDP5njIJeWwjd+PHx5eWhqbsaK2lqMGjUKDp0Ot3R2Qj9qFModDmDrVpJ34Hn6RCJEuCZMAPx+SCUlqO/txRdlZbjznXdQajIhU6tFm81GEgStrUSU/X7g5puBBQuABx6gdhYuTKxVmA6lpURq+iMVGg1dQ5JgA1B733349Ycf4sLzz8cbb70FS3wAfhTGqMtNluUES5fD4YA9VWmfwkLg5z8nl6ffT/csTTZsc1cX1u/fjyd++lPoNBpMqqhI71pPh1SEUJbpmi0tQ35mEsBczllZRJqNRiKt7e2JFkQW++XxKC8WUUwpLsbjX3xx7H1QoUKFikFAJVyDhMvlQlZWFhWUjtYF5AEMYPMhQuNyKTXpzOaEeC9ZlhGJWlsiWVkIzpwJfU8PdG+9pbS9dSstSuPGEeHbuxeIRKCrr08dwyVJtNgUFysxQiYTWY5271biXbRaEvEcNowsU+PHK5a20aOpz4ON1WEL6DHgqlNPRSQSwV/eeQfPrlqFv150Ea6YPbv/kziOSGh1NXxRwnPkyBHk5ubCGIngN+PGwWY2Qx8KEcEsLlaEPXU6IqI6HZHSqiq8dOgQfrVrF3L1epyj0WBebi4qnU46xusll3BFBXDppURKX38d+PprGnd5OV1DkmjxNxhoQU++N04nkVvmxg0GiXAw95ggEOGKs34VZmbiL2edhateew2/u+kmPPf8832moqOjA4IgwGa1orK0FMFIBBFZTk22GAQBOPlksrbt2ZP2sJbubjgzMvA/8WKqTO2e6ct1dtKHibeKIrnOGfmTZXpmB7BeBcJhIoz9WWdZEgN7IdFoaM5Z4oHXSx9m9XK5iGB2dNDfnSgqfY/Gixl1OgQ9HrWQtQoVKv6tUAnXIBEWRbR4PAjEkQoOQJ7DAX10YZGiRMwfDqPX70ee1wsu3uLR2kpv2iNGxN76UxGmoN0ObXk5kJsL7tAhZQEOBGjhikIQhPRFtA0GWszZ4iUItLBPmUJthEK0CG3ZQt8LCui43l4iFh4PcMYZfWPLmEuNuS3jcYyEKzsjA7dddhluu+wy/OG55/Dbt9/Gk998g2133536BEEgC8b33wNWK/hgEJqODlS1tqKmuxuPzp+P77xeNPT04FKrlbIZOzuJPOr1QCSCjs5ObAqHEa6rQzgcxpr9+7HQbsenhYU0F3v3EpHSaICTTgLOPJMIL0AkdvNmcsM5ncBXX1Hb06YBq1Yp1hOdjlxY48fT71otEfD4xAOzmSxnVivNKRMkjeK7Q4ewYMkSjBg+HOeefXZsO8dxKC4ogM1iAQeqVcmyPTU63eCtksXF5MpM4wpu6+6GhbWVmUnj6O1NdIlmZdHYNm5UtrEMUiZQm51Nz04/Luf67m6YtVo6Jmr9TShDZDaTRbGjg64fH8zvdCY+f34/zWduLrnLRVGJQWQuxdLS2O+jsrKwf/9+jB49ehCTpkKFChVDh0q4BoGuri7YbLYEsgUAMoBmlwtZNhs4jkNHUoaVpNFASHYxSRIRr7w8ehPv7gZvsyGZNvUuXAjLypXgsrLIqlVX1ycYXhMleCnBcWS5KCwkMsCkFwIBIhI6HZXR8fvpc/gwHcckEEIh4J13gM8+A266iRavhgbgsceImF1zjUJA2PWGqEKfCo+ceSYe4Xlwr72GP3/2GW499VRoBEEhLI2NRLaiC7dUWgrz1q3Qv/kmzsvMBE48EaEdO3Bcbi5mB4OQfT5wLEmB54G2NnzZ04PF69ZhmNmMLABcayv4rCxcX15O8+VykcTEBRcAp59OZIHdu/ffp/i2ri6K/2LCtdnZNIfjxhHZGDmSCEpnJ8V5zZ9Pc+pykUWRSU4AtJ0RLa2WSEJHByCKKMvKgslgwN+WLInNkVWvR6nbDXu0pFFKRCJK1mV/kKR+SVC72w2L1Urkye/vm9nKYDYn1LNERwd9SkvpuenpUaQ34qHXxyxWTW1tONzejt21tRibm0sW2cpKIlXMmqbVKuWp4uMaU5H9geIO414mZhUUYO2qVSrhUqFCxb8NKuEaBKqrq1FVVZV2f2eqBas/94nLRQuixwONLMPc2wtPfj7ti1sgRKcT/MGDRNBMJlrMCguJdGAAd6Ys06ehgYhGcn84joic00nELBymhf6f/6SF89RTaRFjcTadnaQ3xfSOUoldsoLOg6gDmRKiSAQPwAWlpXjm66+xva4OY0tKYOd53Oh09nH58O3tMCxbht7hw/EEx0EKBKC1WKDZtYsOKC8nCxSA8LhxuNfvxyPr1uGfI0bgclbL0uulcVZVURxQZiZ9Hz2aiJQoAp9+StarI0donF4vWbhcLpJUYFYUVlsxEKC2ACIVnZ3KPThwgO6j0djXFRsOU1sGA5CbC6mrC+FIBOFQCDq9HpV79iArEIAQDAJjx1JfUiESiWX+oadHSQpIxgCZpx1uN+wGw8ByIIJAiQPr1in3X6NJbN9kIuLGns1IRCFTkQjGRQnku7t3E+ECyJoYnQs0Nibqbel05KbXaqnd5LgtgCyHSVbDGGpraf7CYcwqL8dtK1fiZ7/6Vf/jVKFChYpjhEq4BoGDBw9i7Nix0Gq1CA+STDg0Ggj9ZezF7eNEEVZAWYiYtYjF1nCcItjo9SoFr+PqAfaLVG5HRja2b6eFu7OTFrSJE2mRstmU2KK//S2WwQdBAE47jYhaMgIBJX5pqNi5M8El9c7xx+Orxka8U1eH6h078EldHXxTpqDEbIZJq8Wi0lJYMjLAbd+OuokToe/txc85Dt9pNBAMBuovG/fChWi3WJBz990o0uvx9owZ+El3NxHO7dspAL6tDfjmG2DuXNo2aRJw443AHXdQuaO9exOz31ipobPOov0MjDAXFlLwtslEhCA5czFKmmOq86nmsrERNpsNWXo99v/85/jpiBHQBIMkTltSMnB8HceRlenjj8nSFC2cffXvfoe1W7ZA4DgIkQgEQaDfBYFKFPE8fMEgvH4/QqKI41mdxoGg01GSxb59ZP2LRBJdj6lU4+NeMN7fuhUFdjt+OmVK37morVW+Dx+uJCAwCAK5GONd8ED/AfmhUCyAPs9mQyu7JypUqFDxb4BKuAaB6upqLF68GCaTCT3JwoxpYOqvZA9DnHo2l7xdlildny1Iy5cruk4NDUBRETi2CLGFV5aVcjiBAJGipNIuMcSTos5OYOlSRQl9/35yeTJrmiAAb74JnHOOEmye7Krx++lYj0dxWaYCzysBz5JE7bS3K2WGmAvJ48GiykosqqgA9Ho8/frr+GzvXoS0Whzo7YWs1eLXw4bhtEsvRWVDAyx79wKFhTg3MzNxzAYDqvPy8Je33sKIrCzsv+IKmiNBoGSE44+nOJ5wmK7NccBxx9GcZGSQW5XniZwxq5Rer2R5ut3A9OlE0kIhWvQrK2keW1qobUFIdLfFY98+Il0eDy56/XV0+Xx4bPFi+EMh3Pjxx6ju7MQJU6fiksxMaMrKKOYqGKR73tpKbrr44HSOI6LT2EguY0misR06FEug+PLrr7H0sccgyjJC4TCC4TBC4TBCkQj91GjQ1doKdySCTL0ep02fnnj/jEYl85A9a/GId/VlZpL1Sa+n45i6PktmiD8tGMS04mKUJGtxabVkbbRYlBqfySSV1QZNnmOvl57H1lbF+lVYSP3X6egTtcJl6/Voa2tDTnw9VBUqVKj4kaASrkGAuRTNZjPcbvegrEoix0HD87TgarVkNYonYcGgshhbraldkPGkZv58+rS3k2uroQE8i2uJD1YGyJLgdCqSDzxPx8UvjIJAQecAtTllCi2eq1eTxau5mawUs2cDO3bQuRxHbX/wAQX+5+Qo5Gn/fuoXQETm/PP7irv29gLffpsYM1RSQiStspIWRKbMbjaTZWbaNKC2Fr8uL8evIxFg+nS079mDRxsacM++fTh/1SpY2OJrtSpkSxBw9tat2NvejurOTkzIycFfZsyghdrpJNelVkt1C4cPJxIQDFIcVlYWkdoRI8gio9Eo5IBlf2q1ypx4PHSsxaKItba0KGM0GPoviRQlSr3BILY0N+OsN96AIAj4xXXX4bcLFoB75RVqu7OTSFNxMc33/v0kpjt5MvVz9WolVq+fBAYZwIR+XOTgeYWc8DyRJebSdrsTx+Jy0VgFQRGBjXc/1tVRzJXdTnMlCHQ+z5OFUK+naxmN8ITDMLL+cxwdw5IRGJEaSNQ3lXW1u5ue1Z4eIs4sDi0UovYKCwG/H7PKyrB+7Vqcdc45/V9DhQoVKo4BKuEaBNxudyzFPj8/H83Nzf2SLktvL7S7dysFeIuK6J87C2RmVgeAdKCGAqeTyExbG7R/+xvEVP0QBHJzud2JMS0VFUo5l3ihVZ4nsnTSSbS4dXQQAdqxg4hHOEyL/NatCAUCaKusRNfHH2NESQl0o0crxaRZ/3Jz6TyNhsZstZKFYefOvn1taKAFOVmaIBIhixqLxcrJoeOqq+HMzMTPjEa83tqKD6qrMcxohChJ0Go0MAaDELRaXLdtG5rcbmy78EJYdToU2e3KffB4yHUaDpP1g8VXmc0U9C4IFJTt8ykyDXY7nVdVRcclxz5FIjSvx1LyZv9+YPRo/GnRIix68UUcrqujzMH33wdYpqbFQv3v7U2sJ7hnDzo7O2HzeqEdrDTHQIH0JpPy3DCph1QxXJJEMVvxJOi44+hedXXRHBUUEAllmYHsuY+XcACAYBBeQaAsRYCsaLNnU1/TBeonIxCgZ/zw4cTtbF5str5tRWMpAWB2VRVeW7FCJVwqVKj4t0AlXAMgWUyS5/kEsqULBmH0+yGIIvhIBJwkweR2gystTVykmFUg3sqVQsRy0MjJgfGiixB5772++3JziSjU1SUuPocP03bm4gGICHk8RMR6e8mVyLIi584lK9jUqUBtLWrHjcO7Y8eix+tFr9uN+yIR6D76SGl/1Ci6httN+k7xGDasbz9NJrIuyDKda7Mp1rpgEHA4sMFux/21tTB0deGq7m6cNnw4nlixAn9qb0ep3Y7Po2KjB10uCA0NKLbbIckyym02HLr4Ygqyz82lBffQob4ZecwNK0lEDvR6OpZZw8rLiYD6/bS/s5MIBBuvTkckIt6yxJTyGYzG1BYuWYZss2HckiVoDwQgShJeeughUoF//XVqi1UoiLrB5KYmfOdw4OtQCBFZhiRJyOjtxRnFxRh3rMkKyejtpWdTq+0bcxUPnieCzsj2hAkKsdLraW78fsXKOoB1qtfthrmoiIhWvMtyKLBYEl3pshzTa0NODj1jaQjnmMJC7Pn666FdT4UKFSoGCZVwDYCOjg5kM1kAkLULACDLsLndyNyyBVycVUEsKlJK4fSH/Hz6/AAYDAYSTY1HRgaRikik75t+RgZ9IhFyc40bRy4pSQJ4HhGLBa3Z2dCuXo1dsoz59fVkVdHrIVZWotbnwxnr1uGlESMw3emEpb6e2h02jBbImhoiISw4Oj4IuatL0U3KzVUkE+ILJsdpR/Xk5+PMjz7C4dZWzM/IAC9JuOT771G6axd6NRrsv/xy5MRZk2789luERRFLTjghccxaLVmLPB4iLkzbyWwm6wrPkytu4UKlUPiOHWTRmjIl0RIYDJKlr6SE2vV4+hYcZ2QMoLaLisjSw7azOo2BAFBfj38uWwa904nWSy6h+1ZfT58JE6g/kkR98vkAnQ7ctGmYu3QpRjkceLKqCm0uF/SCgNHNzYrFbjAFxgeCKKYsXN0HubmKEn9yGR1GbMJhGovf368FzqjT4e01a/DUz3+u9MFqTSSrOh1tTxUPJ8t0rYICOq+mhogfI/9tbfRikYbE8TwPrSgiGAymrFmpQoUKFT8EKuEaAAcPHkyQhLBardBqtQitXw9HfHHiKA6JIr5vacGCoiLk9JchlZy+fgwQBAEJDkWzWRHX9PmAefMSi1AbjX0XPFbqBkAwFEJNTg7cxcXI37qViEVPD+B2w3fgAJ4dMwaGYBCmgwfh0GrhLyyEOT+fCMLo0YqrjZWvGTuWFllGjEwmIi0uF50TD4OB+jdtGp5ctgz3fvQRfpaXh1XTpoHjOERmzsQJmzfDqNXi/MpKslwVFcViwLKOHMGzK1cmEi6DgSQb2MLP5txspiQEi4W2zZunBKBHInQOi1vKyiLCEQwSWWWxd4PJDs3LIzX6kSP7kl8A9T4fJmVkwHXwIJGWeOtbvLtNEIjU1tTQfM6Zg+ymJtze3o6vyssxz+OBUFtLfV+5krIjAcpmHKpkSTxEcWD3o0aTWKQ7Fbq7iegM4O4MiyLM8UTHZqO+Go2Ka5NZrrKyaF5YogAbk9dLfbJayaLFylQxsKLoqWA2Y0pxMbZu3YqZM2f2PyYVKlSoGCJUwjUAkjW4enp6sGXLFvT09KCiogKTDx9OyDB08Tz8fj++rqtDTmYmHAYDhmk04AH4OQ5hsxmllZU/fkfz8ogMMHLFAvE1GoprOXo0tuB1G42QAbwViWC43Q4tx+GgxwNfOIyVTzwBWZKwICMDeRyHfKsVEARYJ07EnwQBFTodOJOJSNpXX5GVjImSarW0SEciSpkbgAgLk7pgulcMzOrW2grU1ODaVauw6uhR7Dz1VBQzd1ZFBTR6Pa4cP57GNGOGQiSjWaNXzpqFR6J6Wxg2jGLQ4ucjHl4vxautXq0kE+h0Sgmm3btJHd5goIXd4VCIh8FALiuNJrWFy+2m4yMRSh4AFPdtHE7ZsgXbe3oQFkVk2+193ZAAXSMnh37Gxx6Fw0BnJ0xHj+Kc1lbq+8GDNI+sFmVPD7B/Pw74fDjltdcAADzHQSMI8A02JspkSq9hxeajpmbgdpiY7ABo6unB1QsXKhvY8wMoGaGp9iXD71dIcjI6OhQXc3y1BI4DGhsxy2TC2hUrVMKlQoWKHx0q4RoA1dXVOP/88wEAoVAIPp8vJg1xuKsLQkUFRjY2whB1e7ii7opAMIi6lhbUAdgebYvjOCycO/fH7yTHERGIX/zjLRPt7TErwEGHA62CgO0uFzq6utAaXVBlWUZ9fT3cbjesVitebm3FmqIilAkCCngev66sRGVTE8kf3H47LVZWK5GsQ4eo0DVDYSG5xJhFIxgki1Y4nBhUnp1NRCNuMd7rcuHeU09F8ZgxZBnx+ymwvqODYntKSxPLvUTx0rp1JJw5b96A6ukAqF2nk352dpK1pLeXSh1Nnkxk7JJLFAsKQ1sbfaxW2p6bmzjvGg0RoHgZgl27qO8dHUBDA77u7saOnh40X3dd9FZxfYlNbi6NnynZJ2PMGCUmyeejLMnc3D7EZndNDbIzMvDB/fcjIorwBQIwD7bsT7SIdkrEa8alspjZbOSWDYf7jwOLgyRJ4FNZ1DIy0subpIJOp+h2VVWRBS7e2hwO0/Pb2NjH/XpccTH+vmbN4K+lQoUKFYOESrgGwKFDh1AZtUhpNBo0xcccATjY1YWDJhOy8/IwvbMTC10uvJKiHUa2ilIJhh4jPB4PtIJAbrV0C5LDQeRAFBExGLDmwAHotFp0JC2CHMfB5/Nh06ZNWLRoEfR6PbQWC1o1GtSHQrituxttAAzjxuGOXbuQX10NjmkyzZpFRKqxUUm/P3CAyILTScTK7SZyxgp3Z2QkillGEZEk6LVaIg7xgfcjR1KbxcUph6mx2bCnvR3DfvlLzCgrQ4HDgenDhuHC/iwVrFQMs4TEu6uY+5Ppicky7V+/ngLFhw0jcqWJ+xOy24n8hMOkr+V0kvuquZksggYDMGwYzPv2gQNw4jvv4NvLL6dYPkZaWD3LlpZEksBK5wSD1CYrxN3SAjid8O3di2aDARVVVdQHjgP0evjb2mAxmVCSqjLAQBgoYJ1VK0i2NuXk0BjSWcfSQAIgpCoePVgXKEDztGOH8r25mZ7/qE4bZFmp85iiXYteD6/L1SdZRoUKFSp+KFTCNQB8Ph8s0WxCPuouTIUOtxvLzWaMzM7uG58E4LhJk1D8IwkqSpKEtvZ2/Ow3v0GX15vS4gOArEFx+luyVot8qxUbU8QTCYKAmTNnYtiwYSgrK8P333+PDJ5HvcuFI0ePokarxT3jx+O4QAAZW7fSYpyZSdaLtWupFJDJRAutw0HWlpwccq3l51NfwmEiLeFwWhdTRJKg12jonJISYM0aslIw8pXK4sLzuOXqq7F4xgxsOngQ31dXoz0QwEVLluDMyZNhTBcALctEhEpLFeV9t5vGtHw59fHMM2k8okhjqqigOfV4FBHSvDzqV329Qt5KS4lQtreTfprHQ+0cPIjZeXlouuQS5Lz+Onp7e2FJtmLl5BChY9mTPh/Nq15P7TOyrNWSqzgcRldBAULBIJEcNke9vfB3dUGXrIc2WFitA0syJAfKA2QBzM2l/nEc9Xcg/SyQlTUl4RJFerYGKEMEvV7RlktCb0EB5JoaWOfOpTFJEhFipogfhwqbDYcPH469aKlQoULFjwGVcPWDePmHSCSC6upqdPXjHgmGQtgRCqG0tBR1dXUQBAElRUVoaWtDjsPxg/vzr88+w32PPIIDhw9DlmVMnDgRDpuNFuhQSLHQ6HQUOM3q1EWh9flwXF4eNh85Eit6rdFoUFFRAUmSIIoiMjMzwUkSJvb04Gq9Hr7ycpj0eux3uzFWq4WupoYWwEmTyJJw0kkUfO7zKTIXyQQw3ipYWoqta9bgzf37YdJoYIz7GDQadHi9MLKF2mgETj6ZAsEZmNBqPCQJGp8P48vLMb68HD895RQAwMrdu+EPh1MTLoOBAtnNZsWSo9MRibLZgIsvJpK0ejUpyWu1fYO+/X7aXlfXV/Zh9Giy/BQUpE2Q+OmoUSh99lncOWcOfjN1qrKDxXM5nTQHWi3NbTLZdziIzMkyCi0WFOr1fbL3fKEQdJp/45+5w5E6/qy1Vfk9O3tgsgRATGdVYlmS2dn9x26FQnQPQyEiaDk59Bz5fPhQkrDeYMCzJlNiZYaSkj5B/7NzcrBu9WqVcKlQoeJHhUq4+kFzczPyogV1ZVmGXq/HlClTUF1dDVc/QcAGgwFTJ09GVX4+TIONl0kBSZLwh7vvxktvvAFXVxcEQcAZZ5yBz7/6ClqtFt999x3uvfVWJesqN5cWEa1WKZychCyvF7+dPRvv79+P7nAYJ4weDVGSwHEcmtxudAcCKPH7MdfhAAfA1NoKaDSY3NxMloDMTIoXWrtWqdUXTwSMRiJ7qQoJA9hXV4f5H32Es8eMQYsoIhAIICiKCIsigqKIYocDY/LyaLFk2k3Tp5MrLx10OrLGJF1P4HkE0rjFJEmCu7ISGSxrUq8HNmwg7TGeV2oflpaShaaysu9iz74LgmKFs9lojhobiZSKIt0Tg6FPgPnNY8YgFAzitpUrEwkXg9mcPoYrHhxHFsGenj6EKxCJkIv2WOD3KwQmHcxmxdKZDj4fuVsHKIuV1sI1WLBsxooKIsCMBHMcFmZnY2IqGRZWtLy1NRb3N6ukBPcvX47Lr7762PuiQoUKFUlQCVc/iM9Q1Gq1KC8vBwDodDqsSQqs5TgOTqcTPM8jFAqh2+2GtrgYvlAIPMdBp9GkDghOg9r6epSNHw8AOOWUU3D99dfjuOOOSzgmEAhAk2zxYbX0+rEG2CIRXDF6NLyyDIssgw+HIWu1+DLaVp3ZjBcmTsRxACbt3UttzZtHbTPJh+OPpwU0MzORcPn9RCyysui8rq7YQtbC85j7xBP45/nn45yBFPbjaw86nVQwmy3GOTlEKpnOl0aTUpeJ53kE0xCuzTodWkaMwJlr1oDr7qZFt7ycrF1tbTTWsjIiXoWFilI5qxYQCCgSHLJMY8zOJmKVIjYNen1CTNS29nZM/vBDlNjtuGjkSDywdi1kWYYMimWSLRbIa9dCkiTIsgxJlmP7ZaDPNmn9esjBYGwf27+5vh4toRB+8Ze/kNBqdD9kGczJF3P2RS1MHMfBYbXikV/+EpBl/O7551EXZ8VKrrIgyzLkUAhyOByznMb6xa6p00GORCBzHCRJggQivVK0n5IsY29dHfY2NuLVlStjY/P4/dDyPARBAKLnJowjbj4AQI7OlxzXj3hw0YLvXOJGcJIEOfriAQBtXi+eS/nkqFChQsWxQSVc/aC6uhrDhw/vsz1ZFFEQBOTk5CAUCkGMLvyRSATr9+5FOG6RNRmNyM3ORpnT2S/5crlcmDBnDm677TbcdNNNaY/jeR67Dx1CbXMzSpPf3pPdSBkZRFiiLhbB54MtbvchnQ7tUQtRcSSC42pqYDSZiEQAZOlgFiSOI1dZQQG5e6xWRUKAZex1dtJHo6FahW435tx3H+5ZtGhgsmWxEEFhbiiOU+oyRiKKq7SggCwsoVBKJfeJ5eWYcOedmFxWhlW33Zawr8XrRXsgAE9+PmxGI1mnWBZllFhDqyWyZTLRuKLFn2NwOBSZi2CQLIypZBKysymIPoqfrl2L9w4fxsyJE5GXnQ0Pz2NblOhwHAcOoI/FQj95Hnz8/uZmcN3dsWN5AFxPj3Iux4EzmcDbbJg0ahTEaDUExO0HO47nUaPRICCKpOkmy5AlCa998AFaXS6IAD5cuRJ3nnRSn+LQHMcBVis4QaA+8jy4UAicKIKP9hmA0ne9HnxmJgRBgBAlUYIgQBP9PRAKwWwwQK/TQeB5aAQBt/397zhxyhScc9JJ4DiO2o0Sbz76neM4+j0qPcInzRcfJVkMcigUu0/xdIyNHwBu/fRTdHV1ITOdZpcKFSpUDBEq4eoH1dXVKfV49u3bB41Gg8rKSoTDYfh8PnrzTkI4ybpiMhph1OmQTLVkWcaGzZvx0Wef4dFnngHHcZgyZUq/ZAsA5s2bh7KyMtS0tPQlXDyvaDgxBW6LheKpUvQ1R6PB6WVlsAYC0D39NPVx1iwiOHp9XwFMjiMiwlyrLOOPlfARBCIigUCskHNvJILrzzqLiBjHkeunri7RZRV14Q4Y88NIWD/HfXj77Xj/u+9w6aOPYtaf/oS1d90F2WjEUYMB7XV1KNi7F+27dyOo0cBmtULP7ldNDcX2eL2KtctiofHG31OXiyx5AI2hvp5cZ0wHCiBCGAzSvEgS/LKMt155Be3ffw8Ty9gcKlasADZvpt+TLZmFhaSNNpAsRhRhux3/8vkQTHomtm3aBENXF3ItFjyzeDGuOfNMehaS3cT5+YOKz4qhrCylLlk6PPrWW6gsKcGsiRMHf42BwCyU/eDkqiqs++47nL548Y93XRUqVPxXQyVc/eDw4cOoqKjos33mzJmQJAmaqBVJFEW0tbVh3759aYta26xWTEiqJ7h9506cesEFaIkGGBcXFeHee+/F3LlzMW7cuEH1URCEvm5FQCEG4bASGM7iklLA3tNDMTCZmcDllxMxc7vJesXqLCaDFSdmQfGimDb7MByJkEUkJ4fatNlo0Rs9mqxLbCHX6wdXmsbpTF3eJQk/mTULax99FAvuvBNlN9+Mk089FePGjcPXL76IDYcPw2E0IixJCIsiudbWresrF8DIJlM2j9+W9HtrTw8mFhVh25VX0lhaWhLmbn9HB8RIBB6v99gJ10kn0T3p6VFqLcoyEaJQaFBkK2K3o8VgwDqXCyFJglarJRdsNCtRq9XiN7NnYxSTk2hvpznPyEjMTGxuVgqADwaDyFZMwFAkIQYLURwwAH92RQXeW7FCJVwqVKj40TAkwvXss8/i2WefxdFofbkxY8bgrrvuwqmnngoAuOeee/D222+jvr4eOp0OU6ZMwf33398n9uj/LwgEAjCkCHqPd2uw7+3t7SnJlhwtMFyWn4+jdXUYNmECsrOysPO773Di4sXocbuxb9++hHqNgwXHcWhsakIgXVCzwaAIh/aH3FwiZMwSptXSos1xZMHpL2ia1e9jwedpyNL+jg7YTCZa7HQ6xcLg81FAenX14GpQxo+tvxp/UfA8j6nDh+P7J5/EC0uX4v0vv8Rrr74KgyBgTGYm1icvqEVFRLoYMjMVFf/p0wcsyTT2wQdxsK0NN379NR4//XQISX08ZflyPHv//cg9hvsdA8dR2aS9exNi5AYL2WBAS3k52iIR5BgMCIfDyMrKgl6vx7ZoKRwO0fgnjqPMTSZwyioGDJUI2Ww0j8egbfWD1LDi+8qSMDiOLIH9EK5xRUW4c/nyH3JlFSpUqEjAkAhXUVERHnrooVi69CuvvIKzzjoL27Ztw5gxYzB8+HD89a9/RXl5Ofx+P5544gksXLgQhw4dgvNHFPz8T2CwwodtbW04cOAAQkmk5PLLL0dTUxN4nodOp4MkSbFjLrr4YhSNGQNJkjB9+vQhky1BECBJEiKRCAwGQ1/lcJ4nUpMmUzEBLLMLoIVIkoD9++m7LA9sRZIkJfvMaCSXGqvPqNMRKerpwd7WVuTY7anb8PvJhcdqGw7GWsLEPQe58Ffk5+Ohq67CQ1ddhcPNzdhbV4dfPfVU3wNbWxUNLYDitJgWVUeHItyaBrtvuw3tHg/Ofe015D/6KJ6dPh3nxlk2R2dmIjSQoOhgkewWy8khC1RNTb+ipcGiIoQsFmQAyMjIiG2XZRllZWX0QsVxFNOUn9+/FAMwsNVKqz3mQu3HZN/SaOhZYgK2XV30PFqtSmwjzxPRr6tT3LPxTQgChEhELWStQoWKHw1DIlyLk6wB999/P5599lls2LABY8aMwSWXXJKw//HHH8c//vEP7Ny5E/Pnz//hvf0Porm5GfmDWCSCwWDMvRiJCijefvvtaGpqwgUXXIAlS5agt7c3plhvMBggCAL++Mc/Yu3atTghvtjyICGKYuxaWo0Gj771Fgqzs5XsNUmCHF2MJVCmWEQU8c/f/Aa8LCvuqIwMWrRZRqAsk5UqfrF2uxULz2CUx+OPYdaqzEwcAZDbH+mOL8eTl0eki1nC4kmfTqeQvPz8QVm5Yn2LxlNV5OfDpNenliAIh8nKxQiX3a640I4cIdmIAeoCOktKsPqGG7D28GFc8OKLuGfnTvhEEb3hMNp7e3HWAPFDgx7PsGHUN0Yuopl8sFqpRFEKBCor0ZTmueY4DmazOfZdYm5Kdt88nr4kz+EYuHRPSclgR5WIqMr/kBXfo4r+MaR77sxmYNQosq6mEHCdUliIrVu2YOasWUO7vgoV/0sRjIh4d3M9PMEILpxajCyL+jLxn8Qxx3CJooj33nsPXq83ZWB5KBTC888/D7vdjgn9ZKUFg8FY3AgAuIfoHvl3IV38VjKKi4uRnZ0Ng8EAl8uFiy++GLt378amTZti51utVkyaNAkAWacikQg0Gs2QyZYQjdWKn68/3nEHNmzYAG+UPHAcR1lrPE8fAAKAfzz/PL7dty8hQ4xlh2kEAQIAPhwGHw5DiGZ58RwHgePAa7UQtFo6L5oFxn4XoplvnV4vzHo9QpEIwpKEUFRbKyyKCEsSatvbcflll5F7KoUSfwICAbJAHD5MRIJlKFqtCjETxb6uzmg5G+h0irUuEFAKXTN3oEYDPiof0AcWC5G9qVNJtfzQIeoDW/R37KCsy1SuT5akECUgsysqcPCee/DJzp0YW1CAcYWFcN5+Oy4/55z+xz8YMHcvC9qPh8lEWmlHjtDvUQukrNOhZRDVDjiOo5JRQKKoqSCQazBefd5m659wabV9M2YHi2Cwjwr8oOD3w+vxQGcwQDsYDbIxY0hXLglzhg3Dd8uXq4RLxf8ZPPjFfry87igA4JGlB3DkgdPA82oJq/8UhvyfcNeuXZg5cyYCgQAsFgs++ugjjB49Orb/s88+w0UXXQSfz4f8/HwsW7asX5fZgw8+iHvvvffYev9vxMaNG/G3v/0NL7/8MsLhMCKRSOzD3I2pFmyXy4VXX301LVkTWco8z/fJYuwPgiAkEC2Gs84+G2edfXa/5y5btgzvvfsu5kybhjuuuw6BYBDBUAjBUAiBUAjB6mpEMjMRASBGIhAjEYQjEYiSBDHquoyIYux3UZIQEUXaJoqQZRkfvfkm/vi730Gv08FgMMCg18NoNMJoMMBgMMBoMGD2ccfR4uty9R8LxfOKUvnmzWTxmjSJgvPj57ytTSlA7fcTESsqGtAChUiEtMc4LtF9CJB1pKmJSMrkyWRBM5sVt6nbTa5ap7OvxU+rjWVkMpj1elw8bVrse7nTifv++lc8eccd/ffxhyInhz6iSJapw4cRKCqClCrBAoA1SkysDgcmjh2L+3g+pqkFADLPQ7LbAbsdQmsrWUf9fuC116gwd3Z2avez1Tr0vjPx3q6uY4r5kiQJtXV14HgeRUVFEAQBsiwnWO8SUFysxHfF4biKCiz54IOh91+Fiv+lqHMlZhSr5UL/sxgy4RoxYgS2b9+O7u5ufPDBB7jiiivw7bffxkjXSSedhO3bt6OjowMvvPACLrjgAmzcuBE5ad6sk7Wm3G43itMUKP5PIhwO45e//CVmzZoFi8UCs9kMi8UCo9EIjUaT1s1x1VVXYcWKFVi0aFHatmVZhiiKEARhUMSL4zi43e4hx5JMnz4dfp8PVrMZU8aOxZ9vugmlhYXKATxPpWtGjqS3/B+AF/71L9z2298O7uCcnNR6VUy0lcWQaTRUKzA/XxE5jYfHo+h+MQwypiumzeRyUQA1a99uV7Iu2c+iokSV9M5OImEOB1nZGBEeRMD/Y4sX47xXX/33E64oZJ0O3pwcBHU69KSJP+N5HtldXUpwetRqKefnA+PGQdbpcESvx2G/HzqtFnNqaqBZtoyONRopDioYpOSJZImI7m4ip1qtUmNRkhQXdioYDAlxY1xGBj0DgQBZMGWZyFiaZA6P2QwpGAREEbVRMs1xHAoKCpCRkdH3b5dVKoi/x2YzzFYrvN3daiFrFf9ncNOC4ahz+XCorRfXHl/+/7o7/3UYMuHS6XSxoPmpU6di8+bNeOqpp/Dcc6TLbDabUVlZicrKSsyYMQNVVVX4xz/+gduShCcZ9Hr9/8qg1NraWtxwww1DIn833XQTSkpK8Le//Q0zZ87E2QNYnhjx0mq1aUmX3+9HY2MjNBoNCgsLh/SPnwNQmJODLf/6V8wdmYA9e8i9V/4f/sPLzaWFOb7eHs8T+Ym3ELHg+ZycwWfFDbI0TCzLtLSU3IQjRtB3RvZYWzodEQUW52Y0Ajt30mfKFCJZI0YQEQgElILYZjMRSFGkfZEI4Hbjj19+iZuuuWZwY/kR4NNo0BYMKvUDU8AkCH214TQaRCZMACZMAAcg1N6OnpYWjLLboVm7lvS0zGYSdD10iDJhNRqSCWFEKCNDEcxtaqKMz3CY5ow970yQNxikOdbpEogrU8WHJNE+9hzEu1LZnMsywrIMdwriK8syGhsb0dzcDJvNhqKiosQDhg8nct/eTm3ZbIDHgxFFRThw4ABGjhw5iNlWoeJ/N8YW2vHNTUOPG1bx4+AH63DJspzS1TXY/f9b0dDQgMJ4a9Ag8MYbb0CWZZSXl6eMa0sH5maMF0/1er1wuVwIRIOUmVtzUDEpUfS43airr8eflizBPTfcoOzgeXKVbd9O3wcbeP5jgefJjQMQqYpEaAGOI1s+kwldwSDyBQF8JEKLuSAMHNNTW0sELRLp116u4XnKgKurI9K1dy8tsuPHE2Ho6lJIQVYWuRL37k10hW7ZQqRrwwZl2/HHEzHo7lZIREYGna/RIN9uj93Tfys4DjLHITwIoprqGEmSsGLXLlSVlMB+6BDKNm7E83v34qyRI2m+jh4lAmW3U7ZfYSHNt9+vxN0luVdhs/WVsAiHB5TaSPmSkZwZGXVndskywqAXw1AoBEEQYtUf2Li6u7uh0+mQlZUVU6qH200WLqeT+hN1S88pLsbalStVwqVChYofjCERrttvvx2nnnoqiouL4fF48Pbbb2PVqlVYunQpvF4v7r//fpx55pnIz89HZ2cnlixZgoaGBpx//vn/rv7/28BI0GAQCoWwcOFClJSU4ODBg/j73/+OXCYYOUgwqQeArFpNzJ0Vh8bGRhQWFvYhXbIsIxKJQIoKWDY2NmLu3LkIBoPIdjhw8bnnKuKYbHEVRWD+fMrQitZs/I9CpyOl+Wj9wlBnJ7p7emB1u2EMBFCXm4uO4cNRMGIELerx6fwMgQDFUyUTGK+X3FL9gOd5JQbP7yd19paWRM0yh4MsM5s2kcspnpjk5JClrrubLFjspaK7W8keBGiemaUuHEaRXo/qVLUWfyhYzBNLGPD5wAGwCwIsej16dTr4AfhTkKtgJIKAyQRDnDuQ4zh0d3fj07Vrsbi5GXZBwBOSpCjuG41Elnie3H95eco9SifrcfgwzU28NXcAsjVUCBoNtNGsYYPBECNrkiTB5/PFyFdbWxs6OjrAcRxy9Ho4mpsV4hWH2SNG4PYVK3DNL3/5o/ZThQoV/30YEuFqbW3FZZddhubmZtjtdowfPx5Lly7FggULEAgEsH//frzyyivo6OhAVlYWpk2bhjVr1mDMD4wP+k8jGAwOyZJ0++23o66uDrfccguys7Mx/hgIjCiK0Gg0aG9vR0ca3SNZltHe3o68vLyYKnhdXR28Xm/MiigIAhYvXoz8nBwsOP54vPLEE+wCiY2xRIaiosGrhP87wHGATgefzYZPQyEIJhOqyspQPnYsRhYVkbXp4EGFwMQTBr2erC0cR2Nob6ftXi9ZWfpZzHmmMwUQAYjXLLPZqO1Nm8iSwvMUK5aXR1YQu51IXkMDyQro9WQldLnI8qPRpNWmWlBVhUvffx9tnZ3ISZVheCzQamnsTLg2DpwkQRMOIwOA2WpFo0aD+J5xHAe9RgN9mkzDYWYzjEeOkAu4rIzI6Z49VCGAVTDweIjgDmR9lGUihD+WDlkK2GQZwSSrFnPdi0l/A1K0WLVj8+a04qr5mZloSRU/qEKFChVDxJAI1z/+8Y+0+wwGAz788MMf3KH/DTh69ChKS0sHffwdd9yB9vZ2PPbYY9i7d+8xXzcYDKYlW/HHNDQ0wOl0Yu/evTE9LlEUEQwG0dXVhYKCAjQ1NeGlxx4b+KJa7bEph//IsJtMKMzPRygSwaTjj4eJxRzpdERqamr6uqgAxW3ocBAR8niIAA0g2BojXE6nQtQAImo7dtD5Go0Sh2UwkGXHYEgkZ+3t9D0vj/qalUVEhCn1J2HRiBG4cfZsjJg3D3f9+tf47Q+J59Jo6DqDdNlrPR6U6PXocjphczggSRJ0Oh24tjaaPyZY6/NB4DiM4TjM+ugjIiOs9mUoRDU2mdv14EHghBNo3kVRiV1Lhk5H1swf2aLFIEkSDra0oCNaxDsrNxdagwE6na6P9AwDByB/EHPnNBrR2to6ZKu1ChUqVMRDraWYEIu4BwAA6WNJREFUAgcPHsSwpLqH/SEjIwOvvPIKpk6dinXr1mHWMer2pHIjpoIoijhy5EiMbL3/3nt4/Y03oBEEWCwWTBk3Dk/dfXd6l6hOp1hhJEkJYj9WDbQfIYOL4zjMmDoVJpsNOmZdZKVkDh0aWO2c42hMmZk0vlQinSUl1GZ9Pc2NTgdcfTWwcSPt53nKhsvMJEtOSwsRiAMHiGA0NxOpGzmSyIXXq0hKtLQAVVV07P79FLs1c6biyg2FaI55HneeeCLOHzUKJ73wwrETLlEcWHA0HjYbUFQEXq9HVvJzkYJICDyPqsOHwU2bRrFqUddvrLSPwUBzlZcH7NqlnDhyJG1PJvDHSLYG+xrQ0tODPUeOYH91dWybVqvFxIkTMWHCBPj9/oQi8xyA0p4eWFKUvfLLMnaGw7AIAgp5Hm0Ali9f3kfYWYUKFSqGApVwpUB1dfWgRE+TUV5ejk8//XTIhIvFyww2mFqn06EtTpDy/fffBwA0bdkCZyo3FSMXPK+4feLdPzxPsTkZGUqB5u5uxY1nNpMljFkx4iEIQGUlenp7cfI55yhK97Kc8DsALHn0UYwfOzb1oAQBGTZb4raaGnLhDXWhDoX6Bmjn5hKJ4nnAbgfvctFiznHAjBmJ5xcXA9u2KZaj2bOVIPxgkIjdqlW0T6slggYQMRwzhn6KIvDdd5T9xubMZKJjTSaMtNmQZTDg9w8+iBsuvxwlQ0nQ4LihJTrk51P24BDACQKkwkKy2I0YQecn3wejsW9ZnP37yeo1bpwyL0D/9TgH6ssgjtmZRLZycnIwbtw4lJaWkh6c0YjMzExEIhGEw2HoIhEYmRvW66Vnw2CgTEeexzc1NWhob4dWq0VGdjY+//xzlXCpUKHiB0ElXClw6NAhLFiwYMjnPfTQQzjvvPMwdepU3HvvvTj99NMHPEeSJFTHLRTxYPo/4XA4bUzZo488glA4jO49e2BnhEWnU8q8MCsW+6SDRkNuJYaMDDo+FCIXHXM7sjZaWoh8ZGcD0QXt0vPPJ4X6qL4YH6dK/9BTT2HV2rWpCZdOlxjkLkmk8h6JDFynLx2CQbJoMUFLRmYlCbDZwPf09O9GjSc0yZY/Vquvt5fmZvduIh+ZmaTnVVFBAeIAzQ+Tv/D5EnSqPjj/fNy4YgVmffQRSkpKsC5KnGNuXgY27zxPVqbeXtrPpCr6g9M5ZLIFgLIcJYn663Smjonz+ahvZjPFd7HC0KJI47fZgDlzqN8D9fMHYmRJCXbu24eCggKMGjUKlZWVfbIbOY6DVquN/S15p0yBcf9+aNesIStd9BmxAfgjAKmoCP6eHrwxbBie/Phj9PT0oKurC2VlZf/WsahQoeL/JlTClQJ1dXV9dXoGgfLycmzZsgWLFi3Cu+++2y/h4jgOzc3N8Hq9CVpk8aWN/H4/WqOLtclkQl5eXiwAmKGmpgaSJEFvsymFqAdTdDoZLIMxfpHi+UQixBZ5gGQA4qDTanHVpZembf71997rE7QMgAhLvA5bVxdlTv4Ai0gM6YRIA4GB6/v1564LBMi1yOKeGNGqqyNyc+AAcNxxZJ07coRIV4q+jNDrsfTUU/H+gQO4/IsvFDdvOJw+AF2rJbLHAs+12pjGV0qkmsdgkPqdisRHXalcKJSgNJ/yeWJxdnl5fYVpCwvpnEBAiWdjUiCMmKWAh+Ow3e9Hpk6HKp6HmCw6moZkWjMycPnllyuxf4OFy0X3uqqKXjKCQbpv7e3gHA7sMpux5ehRTIuKps7Ky8Pzy5ZhTDpLrQoVKlSkgUq4UkCSpNRCoUmIV4wHSIfruuuugyAIePHFFzF16lRcfPHF+N3vftfnXJfLBa/XC7PZDK/XC1/U8mEwGODz+dDU1JQghurz+dDW1oZgMJggFDtt+nR8/PHH+MP99+PPt90GU7Tm4ZCVsUWRFvFoweCBxn3JJZfA4/EAsgwZpBvWHzSCgKeffx5vfvABauvqUDFsGCRJgsRxkEQRrW1tFJMWL10xRLg9Htgslth3DkoMEJuN+JbTFifv7e0/ZsxiUYpGOxxEOMaNI6K1YwdZfrq6qBxRW5tCtkymRCX2aKHpK7/4Als/+qhvzFkqJGf4xWuFMYiiYtVjiu6NjZRBWVBALs9gkM6ZOVMhP5IEbNkCqaMDLcmZq6nuid9P7tZDh/ru6+oigsWIl9FIx2s0RGhyc+nZkSRsCYexo6EBoajWHMseXC7LaGNzx/TMmPgpI6WyDBgMyOR59B6DnhzP3OasPBTD6NHottuxpaYG5wwfjkU+H66fNQs3trYqMYYqVKhQMQSohCsJTCwxHpIkIRwOx35qNBpoNBoEAgH4o/+keZ7HKaecgjPPPBOhUAi33XYbbrnlFjzwwAMoKSlJ0CLjOA6uqLBiMlERRRFmsxnDhw/Hvn37IEkSLBYLent7sX79ekybNi2hhuNVV12FI0eOYPeBA1i5bRsAIMvhgFYQUOx0QpQkZJnNMA2CSMHvHxThEkURX3z+Oe67/Xbw0cX6V5df3u85Tz/8ML7bsAGSJKGruxuF+fmxeRQEAWPHjkVuaemxFzoGkJeTg5ahZMoydflkuN39uzLNZkVWw+cjMhMOE7morSV36/btRLDGjCFXHCtHwwRCfb5Ypp83EMAXq1YhKyMDzni37lCQypLFCnnX1VFFAZcrsc5kRwfw5ZdEwrKziTi53egNBNDe04Pi+BisdNl8wSBplMXvz8pSkgTMZsoyZddjQer19ai3WHAEwPa6uj7Nxj/jnNlMbk0W7M+KlMe9ePAALBYLRFGM/U0OBA4Af/Bg3x1GI1BZiUyDAdfp9UBDA+S5c7H6qadwwz33oCrdc6NChQoV/UAlXEmora1NkISQZRk+n2/At2fmLnv00UcTto8cORL/8z//g3379iEYDOKrr77Cr3/9a8yePTtlO7IsIxwOQ6/XIzMzEw0NDdi5cycAoKioKGXmoVarRXNzM4xGI0wmEziOQ2d3N1qicgc8z8NmtSLTZkOu3Y4ci2Vw6t1pIMsyTCYTbvzFLwZ1PAAU5OfjgnPO6btDEGiB+wFE65jB4qIAIkzhMBGT6HynRbK1h5GN+nrSp8rLI8sWK8IdT4ZSaDq9f/bZ+OnTT+PNzz/H9z92sWR27exsshDV1ia65CIRImRxpMdmMiE3IwNXvvEGVlx/PW30ePoW+mbt2+2JGYxMCNbvJ9IlCHRc0tg1koSGuBcOJv7LcRw4joPBYIDb7UZXNLtzIDDVeIPBEPs7ktI80xxIowyVlUQEvV6yVhqNZH3T6YC1axHp6MAH48fDGwhg+NSpeOPdd3HeRRcNSadPhQoVKgCVcPUBk4SQZRmhUAgejycmv3AsYJmLP//5z1FeXo4//OEP+M1vfoPVq1endfuFw2Fs3LgRDXEp64IgpKzr+PDDD+Pw4cN45plnIElSjBhaLBZ0ReOQJElCd08Punt6UFNfj8yMDDgzMzEsKwsGtnBwHAU5DwKiKP44xXwZ2RqE+3awkCRp0BUC0NtLhKCmJtFCU1CgFDK2WqmPJpNS88/nI1daKKSQjKNHiWRlZlJsVG4uEY9BSDecO3w4Fo4ahVP+9S9kTZ+OM046Ca88/PDQB98fWKZqaSlZ4JKLTCehtbsbcnKsVHMzKeyzDFlGpBoaEkkoc9MBFIyeVCtVlmWssljgCgbhMBrBaTSxl4nk58poNA6J3HAcB13USqvX6yHLMvx+PyKRCARJghwteWSJZqFy2dlERuPjF7Va4NtvgdpaNFVVoTcQwBkNDcgtLES4owMnTJiA39x5Jy64+OJB90uFChUqVMKVhEOHDqG8vBxer/eYYkJSYc+ePaitrUVjYyPWrFmDE044ISVhEQQBTU1N+O677/rsGxsXpLt9+3Z88cUXOHLkCLRaLZ599llkxrt/QK5RVk8uGV3d3ejq7kZLRwcmV1TAZjCAMxgGTXwikcgPJ1yswPNgydGgmuQRCodhGGwx9K4uIlvJCIVIT4ppk4XDCgGLP5fB4VDEU5PdY5WVZPli9RRZeZy8PCJzURkOq9+PtTfeCFEUUX7vvfjLP/6Bm5M0ujq7utDY2orSwkLYrdbBjTEezK05ANkCgGnDh+OeE08EAGw8ehQH29tx2qhRSBAd4XnK0HQ46F46HDS+SEQhZfX1NAdaLRHXQABcKISTvF58a7XCbzCgJJ3FFYDdbof1WMYaBcdxMBqNkI4cgRDNHJWRQmqCXV+nA775JmaNK6muxtUVFeDq6gCHAz8xGnH6rFmYe/PNeOell/DB118fc99UqFDx3wWVcCWhuroa06dP/9HIFgCsX78eM2bMwN13343t27dj+vTpKY9jVrXRo0f3UazXxcVWPfXUUwiFQsjIyEBjYyOuvfZaXHnllTjttNNix0QiEej1enAcl7Z4uNvjwart28FxHPJyczFt+vRBEalIJBKL3TpmyDJZi4zGH9ZOHARBgD8UGhzh0mhSK9cziCK50QYzTpYhmHysTkcEZMwYIiehEGV9ejy0PZnERcew+eabMenhh7F0zRpcfvbZcGZmQiMIuOzmmxEJBlFWVoZHb7kFAJEHOS7RQI4mMciyDFGSYiVtGtvakGexQO7ooGQFALIkQWJ6adEPoj/burvx4c6dqO/qwu8++QROsxlPrV6N/5k+HdpIBBpBgI7nofF6Mbm7G2MyMohcMVRVUbxYTg6RUPYMGgy0DcDMQACHJ0yA699Y6gcg0iXEx4SlO1CvBz75RIlz0+mAvDxw69crbu/MTHy1axccVVW4+e67/639VqFCxf8tqIQrCTU1NbDb7Wn3M3dVOByGIalAMstYFEUxIXZk3rx5uPXWW6HT6dKSLYDcYcxtOG7cOCxduhSSJGHkyJFwOByxgstvvvkm3n//fZSWlmL48OEQBAE///nPodfrMX/+/Fh7oVAIer0eVqsVsizD4/GktHjJsozmlhasXr0ac+bMGTBDMxwOg/uhlilZHrj23hDBcRzCg22TxRilgtmcSB4GQioLTFYWuSGbmsjFVlysxIkNgLI77oBVr8fy9euxfP16DHc6YdXpUGoy4a8LF+LnGzfiJrbYc5xCINjvokgxSkBMC213YyPGFRaC02iASCS2jx0HnQ5cOEzfOQ65BgNqXS40dHfj+LIyPHPKKbh5+XIs37cPEVGEGCVm+1taoANw5MwzyZ0qy0QurVYird3die7aQCBmBdQBKNLr4ToGkeF4uN1uWCyW2N9mR0cHFp9yCsxmM75YtoxeVpIswPHo6OnB6XfcAdHjUUgox9FPUYQsSZABIqmCgB6/H72SBE9vb5+sYRUqVKhIB5VwJUEURdjtdgQCgRhpYgKkPM+jra0tbSBuPLRaLTIyMhAMBjF16lQUFhbiwgsvxLPPPgvHIDLRIpEIrrjiChijFiC324266EJlNptxxRVXACCCeOutt8Lv9/dxKwLoU0fOarVCp9NRXFd3N2RZhsFgQGtrK/R6PQKBAMxmc79983g80P4YQe4/cuCxz++HbjBuUY0msR5iMoZKJtnzkJdHcXCRCAXLs4Bwn4+sJlbroCQvbAYDWuITEvLySM8LAKZMwbY4Up0AQVDi0tKhoKCv2zMnh4jRALIUH8Vl2gKAJxDAuOeew7kTJgCTJ5PFTq9XXJfAgHUej44alVZz7ZVXXsHRo0fx5BNP4Morr8T4ceNQXFSEcDiMcDiMSDgMr8+Hrdu3o7CgAMUFBeBkGb1eL1wNDcjQaGA0GjF1wgQgEoEc15f4LMhevx/B3l48e/bZ0IgieLcbgsUC3miEYDRC2LkTPM9Dw3EQAPBGI4IuF16/7jp8fNxx+Nsbb/Q7RhUqVKgAVMKVgHA4HHtLjrdexf9zHgzZYm21R0uD+Hw+vPXWW/jd736H+++/H48NUFTabrfD6XQmbNOkIThPPvkkFi5ciIyMDHzyyScYNWpUjKQlg+M4hEKhmJWLZTXW19fHygOtW7cObW1tmDBhAi688MKU5LCzsxNanQ5S1EIiAhBkuY+rJhAOQ8Pz8ASD0AkCzEmWgIDPB7/fj4yMjB8cE9bc3IxOlwveYBAZ/R1oMKSO24rHUF1cHKeQlviA8Xi0t1Mc17FY9ZhcRyiUWqCWIVp4Oi1sNkX1Ph7xSvz9geNInqG1FeA4HOjsRFgU8eicOQrBGqQkAwC4q6rgCYexadMmbN++PUakwlE9rhXLl+PK00+Hw2bDHRdfjKNNTdBptdDrdNDrdDDodNBrtSi/4QYc3bULcmsrJJ8PksWC8YWFqLJYsKq9Hb1MK83jQTyVjj1zdjvGeL0oMRpJKoRlVsoyuX8nTFDkLHQ6IrV2Ox51u3HnbbcNerwqVKj474ZKuOKQTmE+ngw4HI6YhtZAMJlM6O7uxm233Ya2tja4XC7ce++9AICdO3dixIgRfdwRZWVlKclVOsJ12mmnYcmSJcjIyIDb7cbmzZtx/PHHD6p/oijC4/EgEAhgwoQJkGU55p45fPgw6uvrkZmZ2YcMhaLZeQfjrERV+fkQZBlhAGFJgjcQQPXRowAUwlpSUABZkiDKMnp9PnAAejweOBwOjBw58geRrlMWLoRuIKubTpeacMRDr+/3mKmPPIJ6l6tvX/sjQoCirs7292Pp8iSTn54eKp1z8CCwdStZk1IRt/7i4ViVgGSLU35+X2tfVhZZH2WZJBNycqj/bjeR1dxcfN/ejlPeeAO/nDo1/TX7gcxx2FtVhX99+CGee+45nDRpEhx2OzK0WugMBuh1Opz3+9/jysWL+28oWn5qvNutWEydTqCoCGhuxonsOLcbOOkkOj55vNnZJFoL0JjjRV9zc4l0OZ3kamaF37//HppwGL2DSEBQoUKFCkAlXAk4ePBgggZXKlitVvj9/gHFFY1GY4yYHT58GJFIBGeccQZWr16NRx55BG63G5FIBIcPH4YgCDHiJadZiDUaDTiO67N/0aJFWLRoEQDgN7/5Dfbu3ZuWcJlMpj7q6jzPY9iwYRAEARs2bMDIkSPhcrngdrvx6quv4i9/+UufdiKRSB/phcMtLbBbLOjyeGLbMjMzY9IUAFDX1JSyX1qt9geRrdbWVjQ3NaHA6UwsR5MMQRg4Qy8YJGtIR0dKd1ib2419990HR5yifQxZWakJVzhM2XwAuRWbmvrVPMt78cW+G5uaqBxRXR1ZulK5Pb3evkW7GZibLy8vMVlAr6dtrNZmVxdti6/vmdxeayuuf+stPHzSSbhmyhTaFj+ewkIiJo2NpNElSTT3OTlkAevuhmyzYVgkgqefegoXLVyIF267rX/5h1CIiA4bN9NQ4zjSTYt/toJBpZZlaSndy0mTyC0bChF57elJJK0aDc2v2azUDY2OFfn5wJ49NC8GAxHbk07ChQYDPvvgA0ybNu3HkUlRoULF/2n8eDn5/wdQXV09IOHiOG7AGCeTyZRANN5++23cfvvt6OzshCiKuOaaayBJEu644w4YjUbodDrKLuuHLPA8P2B6/LXXXotly5b12e50OjFp0iRMmDABubm5CR+n0wmLxYLt27cDIKJ41VVX4aKLLoLBYEBHihI3qQiXJMsJZEsURbhcLqxcuTKhRFGqceXl5fU7roGg0+kQigpv9jeHg8o4BMi9lpubcpdGENCbLi4pnUp/PMnzeIDy8sH1Ix7M7ZeVRYrwjHDEkxRRpOBwpoKfDJtNIVuMaLW1EalobyfLjiTR75WVwLBhRDZSkDtJluF3OOiY8nLqV24uMHw49cPnI+KVl6f8ZFIghYXgrVbktrQgw2LBy3fdlZ5shUKkiXXHHcBHHxFh++AD4O9/J2K1ZAm5+5h10+mk8koMVisR0X37lPtTX59YqN1ioaQGt5v2sb4CNJ9+P81zdzddSxSBhgacWlgIw+bNWHz88T9qVrMKFSr+b0K1cMWhuroaF1544YDHDfQ2m2rRnzx5MiZPngyAAuA1Gg1+9atfDal/eXl58Hg8KdvnOA5ffvklSktL0dPTg+rqarz33nv4wx/+gOnTp6d1SQJECAOBABYsWIDjjz8eGo0GGRkZ+MUvfgFRFLF161Y899xzJB8gSWhsbOxXXLSlpQXr1q1De1SbauvWrZg6dWpC9qNWq0UkEkF7ezva2tpgSWUxGiS0Wi20Gg1KnE5M+elPIUT71upywWwwwGI2A7KMVpcLGRaL4sZNnkf2nVk4OK6PJcrl8cTaHzSSslnR1UXWHlYomeOIDKQjcg4HEZj33yeCM20aWVxYf8ePV/rs95MFxm4nq5JWS0TKZiOS5XLRcaEQsGUL7R8xQhFpDYVozExHCyAiFQwmlAV6/ZRTcNybb6LMaMQZ48YphCde6iIUUoprHys0Guq/LAMbNgAbNyrj/vJLYNUq+n3aNCKJjPRnZxN5WroUqKqC1NqKr3NysCkYxKTiYixm4ysrI+tY/EtBTw+VI9LplMQHVqy9pYUIWns7BJ7H7WPH4sU9e/DgXXfh/scfP/ZxqlCh4v88VMIVh6NHj6ZUcx8KBEFATwp9JYalS5fi4MGD/RKgdNDpdKisrERzc3Ms8J0pqwcCAfzkJz/BzTffjIsuugg5OTkQBAEbN27E4n7iYEKhEBYvXgxRFJGXl5dAipg8xtNPP43vv/8e06ZNA0BFny+44IK0bTqdzoSkg/r6ejidTpRHLTsGgwEHDhxAOBzG9OnTMWzYsCHPRTwuOv98XHj88fgrK0MTDyY4KssY+9OfIiDLOLR5c7/tMULLcRwRjZUrBw6kLy5OHzCenDkZiRABOnKEiJHHQx+TiSxKHJdoBdu3j/oAUAxVTQ1w6qkKGWCliKZNo4DubduINMky/TQayb03Zgwd53AoLs54d+fUqam1ydh14kr7DHc48PX552PeK6/Ak8LtDICsWazkz7GC52ku1q+n7/Ekub2d5is7m+Z02TIihywbVJIgjhiBzzIysAdATUcHzKKIBYJAZIrJdKS7t8kJEJEI3QvmRgXQ0NuLx2tq8OqDDx77GFWoUPFfAU7u1wfzn4fb7YbdbkdPTw9sgyw182OB47iEcjrpIElS7AO/H729vXBH/2mbTKa0QfWhUAjnnnsuLr74Ylx88cWYEvePOxkHDx7EG2+8gc8//xxarRZPP/10rHC1LMsQBAE+nw8+nw+RSASjRo3CyJEjkZubC6vVim3btsFkMmHjxo0D6moNhBtvvBEAcEtUbHMwCAaDqKurg8vlgiRJsFqtyM3NhcfjiVm+AGDYsGGYNGnSMauJy7IMR0YG2t95JzWJZXE+koRvd+zAhQ8+iJYkUdlBYcuWxDghBqOR3Fheb/8B8/FuLoAsP7W1KYPn895+Gy3J5FGrJeLW3KxkI9psZCkzGukaej3w/fdEMlNZyxwOIi9bttD3+FglhjFjiGhkZ/eNc7JaiZDl5wPd3RAlCfmPP462Bx5IPW6TiVxy/Vi48q69Fi1Ll6bdD48HeOopsnRNm0bB7Z2d9L22Fu0OB5xr1tC15s6ledHraT5sNnRkZuL2nh5EIhHcNHYsxnR0gEuWoRgzRqkUAFAsl06nWMsA+r5iBf2u11NQvtuNTr8f2dGYu46ODmRlJWjxq1DxX4X/l+v3/x+gWriiiEQiqIgTYGTaW6nA83zMpab3+VC0ZQvcDgeahw1DRz/WLVmWodFoMHfu3JRkKxgM4h//+EfMfXfCCSfg5ZdfRmdnJ37yk5/AZrPB5XLFtLMWL16MRx99FF6vF8cddxzy8/PxwgsvYPfu3Xj++echCMKAZIvVrxOT6+ZFIUkS/H5/H5HXdGBzZjAYUFVVFSNdAFkQk2U1ampq0NHRgXPOOeeYAo9dLhfcvb2pyZZeT2Qkek9OmDABrSli0gaFqVNpsWfZbE4nxVRFIrHFPQZZJksTA8eRKzBejiIcpkLXe/YM7vrhMBGe+BeCQAAYN47cXevWKfpaTmficQBZp3ierGElJUTgJCmxT4JA1q5AgOLEMjPJ5dbdrZTvMZvJygNgXVMTcvojyhz3wyxcokhuwUWLaJ4jEZozjwf44APIBQVYYrXihhNPhEOno3k3mehedHQAHg9qiopwpcGAWYGA4trlOBpbby/NXXK9S45LJFsAnVtYSJbCYJDOzchAFoCee+/F3H/+M6WosAoVKlQwqIQrirq6OsyZMwculwu9vb3Q6XTIysqKLeTpyEAwIwO+iROR9fbbMB05gtZ+lOT1ej0ef/xx3HjjjXC73Whubsb27dvR0NCAtrY2yLKMsWPH4t1338WMGTMSzq2ursa0adPgdDpj7r8333wT48aNw7nnnouXX34Zv/71rzFy5EjYbDaccMIJ+Oabb/DGG2/g0ksvjbWj0+lSkidZlhEOh+H1ehGJRBCJROCL6mQlq2nrdLpYyRgAKCgogE6ng06nS4jtEkURWq02Vni7trYWsizDarWisbER3qiryuPxoLq6GsOHDx/oNvWBw+GAzWrF9kOHMLGyMnnCU5bPefbll/HLK68c2oVkmQLCy8vJiuTzKfFd8TICTJMrHox4JKOnhyw1g41xEkVyZzEL1ahRFH8FkHWHCXAmy0pwHF2LkcBonUBkZiZev7Q0kQB2dSlkpKaGxh83jl2dnSjKyEjf38zMtO66rt5efPL99/1WBjjc2YlD7e1YlJ2tWBAtFrIMjhsHLicH5zQ347ZwGEsMBggAuY+tVrr2tm2YNnq0Mh979xIZq6wENm+m8kPMXRoPvZ7cw/F/87KcmKDQ2kruYKsVtoYG3D9yJN546SXcfPvt6edDhQoV/9VQCVcU1dXVyMrKQnc0boMRDoCU3XPTZK0BAAQB4enTEYkPNE6DYcOG4U9/+hOeeOIJlJSUYPjw4TjttNNw9dVX95v9aDKZ4Ha7cdlll+GKK67AvHnzcMstt+DKK6+Ex+OBRqPBkiVL8NBDD8FsNuPcc8/F999/j+uvvz5GuOLlJ5LBcRx0Oh2amprQlOQ6O3r0KJxOJyoqKqDRaCBJEhoaGpCRkQGDwQCdTpe2GHdFRQXKysogCEICofL7/VixYgW8Xi/8fj82b96M3NzcfssqJWP37t1YcPLJGFVcjBGpYu9SWByuOvVUvP/JJ0MnXAwaDX3SyTpoNKlrMKYSFpVlIjkuF1mOJInOl2Vy6blcynVkmSxNHEeutc2bgf37gXnzaJ/RCEyfDmzaRCSpoICObWwkF2CyxYa1KYqKZEM6axvHARUV5BYtLCRrl8uF4wsL8djBg2T90WqJpMQRqJbqanxVXw8xHIYoSVQSSJIQkSS8t24darq74QsE8Od//hOiKGLW+PEYedxx2NXaCo7jcOToUXy3eTMWTZig9MXtpuD5igpAFDFu/3783WYD5/crxcBra4Hjj6d+xlsa2Zw2NirWz+T7UlVFc6XVkrUMoONEkeY0qi0HgHTRoiT/1KIiPPP22zjlzDMTCs2rUKFCBYNKuKLYv39/H40qBq/XGwtOT4XewkIEc3LgBHBCURF6enrQ0dGBpqamlMr0Y8aMwYtxWkv5+fkDSk3Y7XY0NjZizpw58Pl8qI/W+ot3BQaDQbz99tswmUx49tln8fvf/x6rVq0Cz/MwGAyDCtT3pdCpKi8vR2FhYSx1n+f5AeUz4pHKrWk0GnH66aejtrYWq1atwty5c4dEtk5ZsADfrlmDm887D39KJk8GAy38Kdyk1994I+b+5CeDvk4MLAA9EEhcxJOh05EVhQlsshgyQaCFOxgkUqXT0XatFlizJjHmShSBTz8FjjuO5Ba6uuhYm42uzYpCt7WREOqkSXTeuHF0bHOzEuANkAUuJ4fkDlpbaX6ysoh0jBhBbYdCdAyL28rIIALT2kp9kyRy53V2kusyKwtjHQ70+v3Up5Urqf2cHCI6sow73n8fH+/fjwlVVRCibnie58GbTMguLcX9DzyA9z77DLubmtDr82HJv/6FR//yl5gF1uFwYOyoUYnzGw7T/JhMwMGD4EaOpL5zHG2vqyNSeOgQuXEZSQXoXtjtisvQ56P7arEQWbRalcLioqhYR9lPjiMiFwiQazkQiEl+CDyP1ydMwKUXXYRbHn8c8xcuHPozpkKFiv/TUAlXFAcOHOhXoT0SicSsO4x48TwPrVYLu90es/JoAGRlZcU+O3fu7FcbqqCgAKOSF5U0sFqt+OabbzBx4sTYNkZmJEnChAkTUFxcjFdeeQX79u3DtddeG9PM6k/GgUGW5ZQZlsmCqz+myGN+fj7mzZuHQpZ2P0h8/c03qH7lFVQUFPTd2dNDbj8AcDoRGTUKgkYDWaNBd3s79On0skAFikOCABmAVpahiRYu5vbvV1xxqeBw0ELd20vxQxZLYqB8dnYsww+CQMcwlJQkCo0CRIi++YZIwsSJRGZYQHxnJwXwT5hA21jR6KYmcptptWTVGjcO2LWL2vP5iEgVFBAhY/FeGg0ROUYIk9XqDx9OzL40GKgvUdV8WZIQXr4cWp6nc3W6WAC6JhTCJQsX4qnf/CaxzcrKmOXuxNmzAQCi0YizLr0UN954IzIzM7FgwQKceOKJWDB5spJFyXHUH4uFCFVZGc13fT2p74fDSkyW3w9s364kFnR00NxZLNSOyURzw7IcDQYil/2p9QM0t59/TmM880zlngJwGo14f+pUXH/bbfhu9Wrced99g/q7U6FCxX8HVMIVRU1NDc5PKs4bj8OHDyeIgPI8j1GjRmHMmDFp/6lmZ2dj7Nix2L17d0rSlZGRgREsBmeQ4Hkevb29aG9vx4IFC+B2u2Gz2fD6668jIyMDNdEgaEYehyI/EQqF0mp8pQuq/6HQ6XRDluLwRuN5gqnigwwGkkWIImI04pDDAZnnIQK46Ze/RGV5OUI8D60oxsijBCDM8+iJRCBFx8rzPCJ+P2qbmlCq1SLfaCTXVSpoNIolijpJEgWsTFC8Kzd5LjmOZCXq6pTzGxoUchCJkPswO5tIldkM/O53FMN1+DAFzLMgeUEgMlFfTwQjP5/IltdLc9PYmHj9w4cpISCVi5TpdcUjECBiYzYDn3+OHKMRG71ezJkzh/bHzY9eEFIHktfV0XjjnjXBZsNnn30GWZbx8ccf48EHH8Tbb7+NEWVl+Mv06TieSYc0NdG82u0KST31VJobUVS007xe+hm1tiEjg4g4yyBmCQBaLc0tAyNf6SAINMbSUrIgFhfTHEV15Gwch1dKS3HfZ5/htK+/xosffpiyXJgKFSr++6ASrijC4XC/5CTZqiNJ0qBqKubk5GDSpEk4cuQIglG3EcdxyMnJQWFh4aDfgGtqatDY2IicnBz84he/wKRJkxAKhXDGGWfgyy+/xJlnnglZlnHnnXf2OXfu3LlYOAgXhyAIKcsHcRw36KLd/27IsozioiIsnjULo1O5NV2uBGV3f34+InEuzfLycnz88cdwhcPgOQ5aQYjFFsUTESYRwko41QCodToxjOeRW18PLpk0+XxEApiFUJYpHogRrpYWWuC9XrIysWD0vDxasGtrybqSnw+sXau4tQ4epMVdqyVr10knAWedpWh7TZ5MljAG5g5saqI245/bnTvJ/RifmWgwKEQlFU48kX7qdGRpO3KESIxeD1x2GToXLsSkU08FLr4YeO89Om7SJIDnoauthSdVMW9Wd5KBuV2j83722Wfj7LPPhiiK+Oszz+CnTz2FpuZm5FoseG3GDMxqa1OEWWfOpHPjExfiwV6SsrMTrYoAkWSLhe4Ls+6ZTHQvWd3LYJD6d/Qo3Tuvl+4RQPd76VKyNLa20ufoUXCVlbg7MxNfb9uGa847D29/+SUyMzNT90+FChX/NVAJF8hdmA6iKOLAgQPQ6/V9svuam5vx2WefoaSkBH6/H16vFxMmTIDT6Uw4LjMzs1/Nrf4giiLmHHccjh4+DKfFAm8oBHcwCKvRCHc4DC4UgslkQqZej1nDh6N29eqE85u6uvDGq6/iSJzrIx00Gg00Gk2fUjypSNj/K1x/3XUI+P346K67+u5MdtUBMLS1kWZSFPfddx/Wrl2L3//+93j00UdTW8lAxK6oqAiNjY2xuDYJwGFJQm1hIRw2G6qqqmgxlmX6KQhEpDweIljxLkhRpMXdaCR3VHk5kbMNG5TiySecQIHr0YLMMBopM7CmhgjO9OnkjmNkKxym2CmXi8iQx0MEQaulMQcCinaYLJMLLpk4u93UXjpCze57MEj9P+20hN2iTgfzzTfTlxtuSBB5NXz2GUKpRGZLSxOvl8aiJAgCbvzNb3Djb36D3t5ePPzgg7jitdfQ43LhRKsVdxUUoN/wdKuV5kEQaP4zMoiQmkzkVmUZiswixqySmzYltqPR0Dksds9gUKyFI0bQ/l27gJEjsVUUsevIEfgPHoS3shLCli2YNXEi9g3i70+FChX/t6ESLlAWXqosxMbGRrz99ttobm7GpZdemlJOwefzYX+cS2L//v3Izs7+UeKc1q5diwvPOw8Ly8qw/o9/TNgXcrvBf/EF/jVzJiStFgLPY+H06bgsTksMALYcPozL/vnPH9QPjuPQ3NyM1atXx4hXWVkZCgoKIAjCfyxOxefzYcmzz+KRX/4SvMmklKFhkGVypcVB8HiUMj1R3HLLLbjjjjtwxx139BuoL0kSCgoKEAqFUF9fHxt7BIDL54Os1/e9z1lZ9Ckro8D3eDDdp44O+j0UIgLAMuW+/ZYIFkDb7XZyW5nNwOmn06LP4v26u6meIM/jvL17seWbb3BeQQFunTgRWSwOyWQi8sWsOwcOEHFzOonMVVdTjFN/Fq54bNpERCOuVmMoFMInn3wSkxXp7u5GKBSC1WrF3r17IcS/zOj1NP74e8akHgaAxWLBn+6/H3+6/350dXXhgT//Gae//jpCf/87xjudMGo00AoCdIKAivJy3MekUJgl0mJRXJBGY2o5CDbvI0Yo98XrVdyk8efU1hI5kyTgk0+IQK9ejdM7OlBlMsGk10Pf1QWr2QxvWxuOHDkSq7SgQoWK/06ohAskCZGcoRgOh1FfX4/Ro0fD4XCgqakpVmNwoDqCTU1NQw4CT8bOnTtx+qJFePm88/D/sffVYXKU2denpN3HPROduBAXSEIgBAsWAguL6yKLLCzuBA++QFhgF10kuGwgLBAkRCDuySTj7u3dJd8fb7/d1Trdk7Dfb5k6z9NPW3lV93vq3nPPPXn06Ej1Wyh1oj3hBOCOOzC1qQmPf/EFLBYLJiRoAi3JMto6OnD33XdHOeRLkhTujUhfi6KIlpYWBIPBsKO9LMvYtm0bzGYzfqbtVQCsWbMGANE5LViwAI8//ji6urrilklfi6IYfh/7LAgC2trawr5cQMh4NvIGkCQEAgFcM3MmbszLI2k0jiMpuZC+Rw71DmSCQXjKyrDe4UD24MFxZGL+/Pn461//ijvvvBNPPfVUyvMgyzI0Gg0GDhyI/fv3hz8XBKH383zMMSQKVVlJImBOJ4lGGQxAUxMCP/+MDw8/HGccOEAImttN9E0sS9JyWVmEoNTUELLicAAch2Fz5iAQDOL7997DqRdcgF9378b1f/gD/vbBB3hs82Z8smABTiwvJ4QrGCTro7YQxcVEzD9oEIlu0eObDuGSpLgG3ePGjcNJJ50Eq8mEvKwssBxHiGpuLliGwQUnnwyfLKNLltEuSWjavBkenw/DSkuRa7MhKy8vYXPsVHA4HHh06VI8unQp6urq8PHHH8Pj8SAYDCIQCODxpUtxzxlnRJNhn4+Qz95aNLW3E8K8Z0/kM72eRLHy8ki6l+w4iWJu20Z0XFlZgNkMXXs73p06FUa7Hd6yMuTv2YNna2qwYc0alXCpUNHPoRIuJLaE0Gg0mDZtGgRBQDAYhNfrhSRJYR1WMuTn58Nut6O9vR1msxksy0KSpKT+V4mwfft2zJ83D8tOOomQLZuNpEC8XmJ8ecQR4YFPz3GYNWkSrpg8GeUJInAjSkowf+RI7F29GkxeXthZnlYu0tf0mRJK5We1tbUpneh//PFHvP/++7jzzjvD89LIF31QLRTDMGGtGMuy4TTmkCFDMGjQoDgLiTy/H6wkkYGSVtcdOABIEmRBwH86OzFv8GAwod6BPw8bhixZxma/H+OGD0+aLj799NPxwQcf4N7bb0dpYSG8sgwhRAITIdH+NzU1pSZcWi0Z6GkEVKslKUGdDmhuhn/qVGhlmVQWTphAzrMsk/0cOJB8XlpKdFp6PRnkARw+ZQre/+ILlM+ciSV/+hOev+kmTB41Cg9fdRVyFyzAwhUr8PzJJ+Py0lLStkbpOl9XRyJrlNz29JB0YW/VeSwLTJsW7agPYNWqVRgyZAgqKyshMQweeOAB6PV6CMEgJFlGlyjiRWrUqsCB6mrk5+XBbDZjWEVFwnOfDkpKSnDllVdGffbKiy+i3elETqz7f3ExUFWFlqoqXPLuuxAkCaIsIyiKEGUZYui9AIS9wySFf5gkyxB9PkgAxAMHIMkyJIaBvGMH5G3bwABoCwbhDATwelcXPOXlcFgsWMuyOE1pmqpChYp+CZVwgVhCzDvySAy2WpELoEGSEJRlNLndYUJgMBjAsiw629vhivGqov0LaURo3bp1KFBEmzQaDXiehyAISYnXL7/8gr9edx1q6+rQ1dGBRxYswBlTppBIhM0GnHBCpBxfgVyzGY8cfnjSfTPr9Xjj6quJ0JdWkmWIm266Cd/S5skJ0NPTA61WixuolicBXC4XXKn8q2Kg5XnoRZEQKYBEJ8rKyGPsWAjffIOHqqrw4Wef4fj6etx1yikQNRrsC52bkpKShGQrNzcXDocDb731FuYdeSROXbQI27/9FkYAMgCRZSFwHAIsi2AoAicmIdo+nw/Nzc3JTXE9nogtA0CITk0NIU+5ubDs349TiouJ3xbPRzvSNzYSXda33xLxfWUlcMYZAIB1mzbh8WuuwYULF0atjud5fLZ0Kbbs24ebnnkG/1yzBrcMGICT6M2ExULE3xpNdPVhkmKRPU1NWL9/P75tbMQtS5ZgcEkJPv74Y7z33nsYN24cRo0aBZPJhOrqajz55JNhrZ83WSVnCGazGR6PBy63G80tLWhuaYHf70dFRUXY6+1gYDKbUdfeHk24gHB6cU9DA1YdOID7Fi6EjufBsyy0ipRk+DXPQ8fz0LAs9HV10Hq90LIsdFYrdDwP3dq10AwZAl4UwTY0EHLb3Ay5uhrbhg6Ff/9+eDwerKupwZREfThVqFDRr6ASLgAN1dU4paQEfOiun9a+DdbrEdRqwYsi5FCjXzY/H3t1Okh6PaxWa1qRK6ptoT5ekiSFjU7Xrl2LSy64AO0tLbjxiCMw7/TTMWraNLADBhCtTbrplqwsIsIWRUKuqDaJRmwyMBWNBY1YjRkzBvv374807gaJWPXWeFoUxah0YTowBYPQJXJnBwCrFR9YLPjwxx8BAJ//+CM8goCtu3bhrHPPxfDhw2Gz2eIIV05OThQ5eviRRzBlyhTc8sADuOWqq2C1WsFLEnhJAo0VUhKWazJh4ODBEAA4AwE0dnSg2+1GXV0dTCYTzLE6pJ4e4JFHItV0FK2thPSYzeT8fv45IVbUeLO2NnLOqqvDeiJJlsEeOICZN9yAjs5OXLhwISSWRYvHg3yDAUxonpnjxmHixIn4cMMGrPz6a5zc1IRzBg3CNaWlmKjRQCopgWyxgNu3j6yD46KE7kqc/Nxz2Bny63rr669hNpuh1Woxfvx4LF++HMuWLUNHRwcmTJgQTt9ptVrYbDYYFBEzhmHCZCwQCMDr9cJisWD9+vU47LDD8MQTT+Dcc8/F119/jRkzZmDy5MkHpYG0Wiyo6+jAeGolQRH6rQ7JzobNaMTVRx7Z+8J0OnKuRo8mui6Ph7RWEgRiR0F1cIMHEw2eLMM1eDBa2towvLAQlYIArVaLZcuW4bXXXsMjjzyCefPm9XnfVKhQ8b8LlXABkILBhAeCCQahTaD5yC8ogNCHO3Hao1Cj0UCSJNx22234x9//jocuuwznX3gh0fFkmlaxWEirF7+fpJ+oT1Ds9h1klaHJZILX60VxcTE2KnyuAKC9vT1lFaPf78+oylHLcdAkcLxXYsvOncjNzYVer0d2djaaurshsSxWr16N/Px8DBo0KDzIB4NBmEymuO71RUVFuPaaa/DDL7/gmYkTMai8HFtWroyahgHAK0TeWgDZPI/svDwEWRZdPh8R5rvdkWNMny+9lES4fL6Ik3x9PTB8ODlPHg+JXul0kVRfaSmwaxcuWLsW61pb0e71IiCK6HS5oFm+HAuPPho79u7Fj9u24Y3vv8eO/fvhd7vx47Jl0EgSZIbBB+vXY+CgQSgfMADBYBA/SBLe/P57DLbbsbezE2UmE/ZNngyXIKA1GMSwujqgrAySJOGNn3+G3WDAA199hdrWVowfPx633357uBF6VlZW+LjS3phU58YwDAKBACRJSkmwfT4f3n//fQDAnj17UFRUBFmW0dzcjFWrVsHhcKC8vLzP0S6zxYL2RNHUkF9WniTBn27/yuzsiNUHNYmdMYN4n7W0kPNXX08I9pQpgNUKDcviJYbBHTt2wJqVhXHjxqGrqwuiKOK6667Dli1b+rRfKlSo+N9GvydcwWCQuGSDiK49djsgywgwDISQc3yPLCMnJOIWtNo+kS0lBEFAT08PXnnlFeyprMyopU0cGIYM2H4/GegFgbyPLfOn32cYOaCEhUa0NBoNJk2ahJqaGrSk0TuyLwiIItoNBlgkCTqvNyKeZ9nwft1/8cXwbNyI6n378CWAX/fuhdFoRFNTE1asWIFt27alTHECxCPtiiuvxG233YYd27djQC+FDl6vF1qtNqw10kgScrXacE/CYDCIqtpaDKXiaJ4n26xMsSVoH9XucsGyaxe0PI/u1lZ0+/14detW/Ovuu3HK7Nl4f88erNu5Ey6XC6u++w5dPT246sknMeuII5CTnY2NtbXYX1ODYq0W7zU0oL61FXl5eTj2uOPAcRxqa2tRVlYGn8+HCYEAdu/eDcfateEm5CM7O7Fg5Egs37ABnYKA+oYGzJ49Gy/fcw+KYpz8KcECgLKyMjQ1NcHv94ejib1FpliWxY4dO6DRaLBt2zZMnjwZGzZswFFHHYXi4mJkZWWhp6cHTU1NKCkp6VOki+N5PPf11/jPzp0kJQyiNZRkmTzcbtKSqDeYTAn7cUKrJdWk+/aRwgSnk6S66+uBri5oLRZ8VlEBc1ERJElCRUUFvvzyS7S3t2MO9TVToUJFv0O/J1wHDhzAwIICyAyDLocDzcpmwYqoDDUbMGk0MB7kOpUk5qDIFkWsviiRp9JBWjfQQZZqmQoLC8NNqRmGwfPPP590Xp7nw8UD6UKUJPh5Hm6zGdluN0mVrl5NFwiccAJc2dnYzLLwVVVh+vTpaG9vDxdAHJlGukiSJGzfvh0ulwuTx43Dp//8Z/i7QCCA+598EhPHjcMxs2fjhnvvxesffACb1YqaGJ+m86+9Fl988w1kWYbP78ebzz6LhdRoNlHT6BiUXXsttDwPbail0NxRo3DNGWfgmFC3gOPLy9FVXY09AI4/4QTU1dWhqKgIVqsV87q78bbDAfG999BuMqEyPx+5JhO+X7MGGq0WGo0GE0tL8ZeKCgS7u+F0OtF41FFwFxSgi2GwRxCwfv16fFxZCZ9Gg8svuQQ7duzAO++8g/vvv7/XbS8oKADP82hra0vYFkoJWpU6ZMgQdHd3Y+zYsTCbzbj88svR0dGBqVOnhjsvuFwu1NfXh5efCYxmM9x5eSiePj0cmeM4Dpwsg6+sBO/14o/Tp/eyEGPEqDYWDEPMa4uLyX9EXR3xTzObIZaV4VGPB86WFjgcDlitVmzZsgWCIMDv92PJkiUZ7YsKFSp+P+j3hGvv3r0YWliI7uzsCNlKAY/HA4PBcNA+Wzt27Dg07tOBQDzhSoTCwoyjW0okSgn2VrFJodVqkZOTk3FEzCsI4FgW3SYTtI2NCKuCBAE//PQTNuzciaampijH/9bWVhx33HEYM2ZMr8sPBoMwGAw499xzceMNN+Dau+7Ck/fcAwB468MP8eJbb6HoP//BZX/9KyaOHYuP//53XH777XHL+fw//0Hzhg1gWRYzTjkF7lDfQiEYBOP1pqy+E0UReq0WbX/7W/Q1Re0S9u2Ddf16XOZ0opPj8ExJCXJzc9HS0gITgGybDVxJCbTBIEra2nBXZycknw+rGQaCRoOJZWVoPnAA7YMGofTLL2E1GGAcOBBieztsDQ2Qxo0DN20apk2bFl71kCFDej12FJRM5+TkIDc3N2yX4fP5wIUsIuh+1dfXo7m5GTqdDhUVFVi3bh1GjRqF9pDVSawW0Ol0QhRFlJWVZfR7MxqNmDNnDu4JncsoSBKY5mYwTickr5e8FgRC4h0OUq1ptRLLh44O4rUVCJCUobJSlW4Pw5CK0s5OBKxWPO3zYW9PD7J4PqxXy8/Px86dO1FdXY2VK1fiD3/4Q9r7okKFit8P+j3h2rNzJ0YNHIj0qENi4tEXsCyLxsZG5Ofno7S0FF9//TXsdntmC5EkUs2WCgZDxOgyQ8SmEw8G9A6fNvlOF6Ikwc8wMNJWOCHwzc3YsWMHshwOaDQaFBYWYs+ePRg6dCj+9re/YeHChSgoKIDZbEZZWVmUaa0gCNi+fTv27t0LWZbBcRwefOgh3H7bbVi/eTN++ugjAMDA0lL8HHoNAM2trWhpa4PT5YLFbIYgCFh06aVwKLzZBpSU4LaHH0bl3r147KWXwPE8skwmjBswAO9cemmYfFW3teHhTz/FV9u24biKCtIqiF5bGg0pgvD70WYyIbulBU0DBmCdJKGhoQF2ux1CezvqKyvxCcOgkGUx1OcDXC5otFrIsgyLTofhpaW4gVpOGAzA9OmQa2vxY04OWmUZ3Q4HCgIBFPM8eiwW5Gi1KPX7UdLTg5cNBsydOzdldSqFLMvhc8rzPIqKitDS0oKffvop3IezM3T+Kioq0N3dje7ubowYMSJMtgCi7YqFx+NBS0sLsrKy0tJ0UQuXpCSXZSEXFkIOpXapTUkcYj2zPB7So7OzM9JRgKKkBFJREZbu3o19DQ1gWRaFhYVoamqKW+ysPlYKq1Ch4n8f/Z5w7dq7F2MXL0ZnBqRCOcD0FSNHjkRVVRVkWcbSpUsxePBgvPvuu5lVMPX0RFzKleA4UpVIe8RluK3URJKCZdmDJpo8z6OqqgpZWVmwWCzhNE8qE1mqFwqKItpNJihtXacxDJiZM1HG89ju8+Gxd94BQCwHsrOzsWrVKowcORJGoxEHDhzAmDFjEAwG0dTUhMbGxrj2RTqdDo8+9hiuu+46vP3xxzj71FNxw333RU2Tn5uLs085BUNmzoRGo0EwGMSsKVOw65tvwtP865ln8P4XX2DR5Zfjpw8+wIxJk7B5xw784aqr8PbatTh7xgwAwKOff44V69bhiooK3DBsGKAU6+flARwHedgwPL1uHRrNZjirq1FfX4+cnBygtRXnOBwYp9PhfZ0OrYEAhmo0WG0wYJ/JhL2SBJ/LheMliZz7piaS8jKZwM6ciYWbNgGyDNlgALNxIzxGIx6ZPRvjrFZMDrXi2XHMMbB/8AFeeOEFXH755eGqw1jLB0mS4ggLJV2nn346zGYzGhsb8c0336CoqAjd3d1gWRZDhw6FVqvF4MGDEQwGUVlZmbCTAwB0dHSgo6MDFosF+fn54TQ27fEpiiJEUYTH40Frayt8Pl/agntaANDr79loBGbOJK9lmQjpZZkQr717wTqdGF1Whn0NDRgxYkQU2ers7ERXVxd27NiRcaN2FSpU/H7Q7wlXTU1NlGdWOjgUbXuUy7rhhhswY8YMXHjhhfB4PNBoNNizZ0+81UAsKFlxu8nAajCQz8rK4hzB0wV1fj/UYFkWU6ZMwXfffYeuUENjnU6HkpIS6HQ6aDQaaDQaaEMRGr/fD7fbDUEQwLIsCmKOOcMwmMZxgCyjSKeDtHAhnvj0U7hcLuTn52P9+vX45ZdfcOSRR2LIkCH4iTqEAygLDXparRY6nQ7BYBCbNm3C3557Dq2trdCHtofneeyvrsYgRZPsZ+65B8/ccw/qm5rQ2d2N0SHNkRKnHXcc5JCdAgCMHTEC1156Ka6+7z7c/ckn6PZ60RpKg+Ydfjj2XXABvCAWFABgkmXovF449XrMOvJILFu2DDabDXl5eQgEAmhiGLzc2orbeR7Hd3dDazDgq54e/MPng9fhgCRJ0Ot0CLS1ETLR1hZpziwIxMKA48DwfJgsAMAWvx9TDAYwXi9sWi1ydDq8+eabOProozF06FBwHAez2Qye58MViRqNJmlFot1uB8/zGDhwIC666CIA0RFi5e+ooKAgTJ6Swel0whnaVp7nodPpwobEStCoZTqInVdpBJwUgkC0eV1dJM1YXQ34/ThellE8dSpaeT5MuDo6OrBt2zZ8+eWXGBhrU6FChYp+hX5PuERRzMjh+rfqGzhjxgxs2LABAPDwww+jpKQEN9xwA25PoBkCQP7wt20jqY76enK3nZ9P0kd9tKwQRRGCIMRFsw7VPhsMBixYsAD/+c9/0NraCr/fj8rKyvD3DocDDocjbrCTJAmNDANDeTkYSYJPr4dOFNFhNkMCYBYEzKusRM/xx2NzczNkWcaAAQMwevRomM1m6PV65OTkwOfzwev14rAJE6IiIIOHDIHL7Ybf78cZCxfi5AULcPvDDyPb4cDAsrLwdKIkQQbAMQyKCwpQnCZRd2q1OHrRIpiKipCTk4NBgwbh448/xo033ojznnwSm84/P2p6FwCXwQBGFFFYWIgrr7wSO3bswMqVKzF27FjU1dWhs6sL9wQCYC0WDNbrscbthsZuBxsiQoFAAE8WFuIeux1lzc2kB2NNDblmaDPvOXOAa68F4/VCs3s36v1+fD96NGaHolzfH3kkLty4Eeeffz6MRiM+/PBD2Gy2KO1eMnJuNBoTit2TERmtVpuRVxu1WEmGvl6zVNhP54/b3p4e0t5HSdQKC4GqKrAMg8P8fsiBAGaOH4+fXC68+t13h8zQVYUKFf/bYORDJUo6ROjp6YHNZkN3d3ecb9Khhtfrjapoo2mK2IeyFJ46zwOR1KLyEMa+ju1fmKqfoSRJqKyshN1uh8FgwM8//wyDwYCWlpboaFcwCPz8M6Do7QcAsNtJG5nsbOJ6PXFi2OyRRg9i0zE+ny8hyVJiyZIleOeddzB58uTwdrpcLhiNxvA+/Pjjj71WqVG0tbXhu+++i0vrDRw4MOVAyTAMGAA2qxXOmMGZYRhoOA6BEHEcNWoUjMYE9aQx1acAYLHZMHnyZHR3d6OnsxNjhg/H6l9+wbZvvoGfZVFkNmNLUxP21tQgGAxi6IABmJRBasip0aDT74eoGKSdTifGjRuHuXPn4oknnojbl6qqKixatAg5OTkYM2YMKioqYLVacf3118PpdOKwww7D8ccfj7q6OrjdbuTl5YV2T0ZeXh56enqw9JFHUPD009BR3RHLkqgM1QqedlrY9kDU69EAYENDAya2tqJk40Ziujp9OiSPB9ypp2LChAlR1ajNzc1JtVU5igbX6SBVpCxTXHPNNZg3bx7+8pe/HNRy4vRdsgysXRvuZxoGz0f3XiwpAQIByJ2dqLJacedHH6Gyrg6CIGD+/Pk477zzMHTo0IPaNhUq/i/ivzl+/y+iX0e4qqqqMGTIEOTl5YVTC8rGypSExN7lKokY/Y4+cxwHQRDC3yu1SsoHre6ij3/84x9wuVzw+XyoqqoKkzqv1wufzxdNuLxeUlEV04zXbzKhfcYM5B04AP7770nq44gjIIpiVFsduq3pcu3TTjsNBw4cCG+32+3G6tWrcdZZZ4X3b+7cuWkf90AgEBed0Gq16OrqQlZWVtL5ZFkmzu8JtluWZQRCy+Q4Dt3d3fGEKwHZAoBLL7kEjz/xBAoKCnDUUUdBFAS8+o9/YNXu3eBYFlqtFt200TOA5o4OYlCaJizBIBitFq0Kvd3y5csBIEy2zGYzLBYLWJZFV1cXxo8fD5fLBW0oNbx8+XLU19eT5Vks2Lt3L9auXYt9+/bhH//4BzweD4xGIzo7O8EwDA4//HBkffkldP/+N2minZ1NWgo1NJAUtMEQ5THF+XwoBVCalQW5oID0bfT7AZ8PLMvi2/vvx4kPPIB9+/aFqxjPP/98BINB3HnnnTgiZGEBIKkWKxWCwWDczUtfcaiWQxu6h0lXe3s82YqslOgmHQ7A5QIEAUxuLgaaTDjmmGNQE4q8iqKIhx9+GLW1tTjjjDNwwQUXHFKJggoVKv7vol8Trj179uDkk0/GmWeeecj+9LRabcJqq2Tw+/2YNWsWuru78dJLL+Gss86Cy+UCwzAoLCyEIAiora2NjhhYrcCYMSStuGcPiVhkZ0PIykKD14umESMwLDsb+gMHEBw+HPrcXFitVoiiGGVSmS6GDx+Ol156Kfy+sbERCxYsiPosXUiShG3btkGWZfA8j4KCAuh0uowKEagBaSCRKWUIcfq3JGRr/jHHYOXXX+P666/HpEmTwp93KAiWN+Z8ZpquEgG0xVhojB8/HgAhGuPHj49KvyWKDrW1tWHRokVRn02dOhV6vR533XVXuG1UW1sbVq1ahdLSUnyj16N4yRKUuFzIamiAprKS9KZkWVIFmQRMguM6Z/RoPHj22Tjv3HNhMZtx9733wmg04rbbbsMVV1yBVatWhdtc9ao9TAJ6s3KwYFn2oJejjHD3CkEARo4kZDakTwRAboy8XrCyjFtuuSW8XIBIGR566CFccsklePrppxNHY1WoUPG7Qr9OKT700EOQJAlz5syB3W7P2LIgEejddbpWCh6PB7NmzcKnn34a50K9c+dOsCwbNoOMQ0tLJNIFYha5a9euuMl4nofVag33uItNISYbWOg0sizj7bffxgsvvACfzwe9Xo8dO3bglFNOwa5du3Dttdfi/BgdUir4fD7s2LEjHNVIBqPRGI4A9igIEECiPKmaJI8bNy4+HRRzqYuiCF6rxVtvvRVH4GgVokajQU5ODliWRTAYRDAYBMuymF1RAV0S4iUyDASWhcAwYGQZ7SFtnBIlBQWwOBzw+/1wOBxgWRa//PILysvLo7e5owMQBHQyDOQkBqDV1dVoampCaWkpcnNzkZ2dDY7j0NXVhbq6OvhcLmQDyJJl2Nrbwej1JMVoMBDSnuI4Fl54IekjqjhPXU5n2Fvt119/RVZWFm6//XaccMIJAACbzRYW1mcCnufh6aWlUzq48cYbcdhhh+HOO+9MOg1Np/t8PsiyDJZl4XA4wtdMwm0XBFJNmsxYWK8n34X6rsLjAbq78c/qakwZOxYjc3JI5FBBrr766is89NBDuP3229My61Wh4v8y1JRiavTrCNfOnTsxd+5ctLW1oa2tDSzLwm63Q6/Xg2GYcEVWJqCRm1TRFyWMRiMuvvhi3HTTTVi7dm3UdyNGjEg9c0i30xsEQQiX1g8aNCgqbZdOZGn9+vW4+eabcc899yArKwu1tbX48ccfodVqcfrpp+Pyyy9HTk5OeMDtDXq9Hnl5eWhoaEg5nSzL4WghJV9U9xVLtqiOKBgMRrXfCYOSBgXx4jgOf7n+elx//fV46aWXwjoo6j3GcVzYcoBWz9H11DmdGJykS4Cb49DeS5TT5fHAp9C8nXbmmeEqtm+++QZzJ08mrWNCERNLbi56ErQFAoABAwZgwIABpPm24nqlRQgAgOZmEg0NNU0HQIiWVkv6cQYC0dEZAPe+8w48gQC603DLX7BgQfh1d3d3FHlJF4IgwGQyHbSWy2g0RqXQAUKwqEeX1+uFx+OJSzsGAgEUp2rvRHspxhyn0AoIwVKCZYHsbEzPzkbnF18QzaVeDzzwAFBRgcrKSrjdbmg0GsybN08dpFSo+J2jXxOu+vr6KLd3SZKiXMsBYNCgQTCFBikavWpra4PRaITJZIqqaqJC9HTJFsXPP/98SHqs9UaccnNz49zt04lC7N69G8OGDQt7hE2YMAELFy4Mf19QUICTTjoJAwcORFdXF26//XZce+21SZcnyzJycnJ6JVxerxcmkwl+vz/lMWUYBvn5+WGn83Qd8AHgsUcfhdvtxgknnIDZs2eD4zhcc801MJlMUS7psWju7sZAux1sggCxSRSRROkTRuxg//7bbwMAzr3wQhx55JHY/eabGKboY8i1tYEJtaBKhmAwmPwGIT+fpBH37iW+XBSSFN/sPGS8uvSzz3D/Aw/0sieksfncuXPxl7/8BQMHDgz/JmiajGoiRVFM+KzUTHIch2AwGP5OeaxSPStf7927FxqNBk1NTeHq29gCjURwOp0QBCH5MfT50mrVFAVJQsWIERBLS4GHHyYRy/ffB268EXv27MGpp56KTz/9FF9++WVmy1WhQsX/HPo14aLi9mSw2Wyor69PKMClDtm0kommjMxmM4qKilL6CcWiqKgINQrfpr7CkMJNPicnBwMUflKZQKPRpEyRTps2DVu2bMGXX36J9957D9dddx08Hg9uvfXWpPM0NTUhPz8fzc3NKdctiiIMBkNURItWWtLjPmzYsHBUkvp5JcNNN9+Mzz77jFRbiiKk0Lm1Wq1YtWoVAGDx4sW9trcJBIP4dvt2zBk1ClysjYYkQcPzCKbQEelDeqdYvPbKK9i0aRPaOztJv74QGJMJ1u5uuByOhEUDANED0uOQEBoNsYfQ6Yh3VNQOBYiwXpZJIYbHA4NOh6uvvjrpPlC4XC5ceeWVWLZsGXJzc+OqfOnNSOyDkiEgQvyV284wDHQ6Xfh8x0JZ/KFMi3d2dqKhoSEuypUOUkoBWlqi2/tkAG7QIARvvBGdn38O18qVCG7dih9MJjz22GNpR4ZVqFDxv41+S7icTmfSQQ+IkJfeJG6yLEfpc6jgPRNMnz4d74Sc0g8GLMuG8+excLlc6O7u7lOzbI1GkxaBPOaYY3DUUUfh9ddfx3333Yc//vGPKC0tTVjlWV5eDlmW0d3dnbLIgOps9Hp9OFU4YMAAOJ3OsPllJlVxy5cvx+LFi1FSUhKusKSgkcooHVUSyLIMvyjiuy1bMGP0aBhiiEIWz6M5BeFKdY1oeB6e2GPCsuACAVibmyHpdAiYzfDGpOxopCjl9Uer6RJ9nmFkVomHHnoIV111VUZtoBoaGlBbW5tymilTpmRccfjJJ5/gk08+yWgeCp/PF64MjUNf0n2FhUDIsHbYwoUYMXw4hpWUQMPzGDBkCC5Lg9CqUKHi94F+S7j27t2LySNGYNKwYfhF6aEDQlx0Ol2fBbyUnBgMBlgsFrjdbvh8vqSkZePGjb03DHY6yd21zZayVU9ubm5CwuXz+VBZWYkxY8ZkbMKo1WrTjthxHIfzzz8fBw4cCEfUqC7H6/VGkSOaVqIC9VSgxAsgkZxRo0b1qcBBlmUMGzYMZQpD075i3759AIDK2losnDMHWp6HQ6sFZBnJZegEbIpt53ke3ljyE7o5YABwfj90ggCNXg+n2RxFSDweD0wmU++k6xCjLz0309F4bdiwAZMnT86o6rCwsDCuyCJdpNwHozGiA0yGkhKi8ZJl4oUXmkeWZcyeORNvvfsuPna7k5M6FSpU/G7RbwnXnt27UVFejkK9HjlZWfB4vciyWqHVaNDa3Z0R2dJqteBC1XQGvR52mw06vR5msxkMw8Bms0EQBPT09EQ166U488wzcc0116ReidFIRM/19UBODtHjJCBOzhQaE0mS0N7ennEro3QjXErcc889uPHGG2EONXkeP348DAYDXC5XWBPHsiwmTJiA1tZWVFdXpz1ge71eCILQJ/duZRrrYKAcMH1+P94NaXAqhgzBqNGjEQwRbKoDozo0rVYLvV6fknBxLAuBZYnoWpJI8/EYcsKKIli3G1ZBQI/dHiZdgUAAer0+dbFHVhYxxW1tJWmyDGxMksFsNoejmaIooqmpqdfjrEsRYaYQBAENDQ3hgoZ0UFJS0qd04uDBg1MfN42G2LG0tpJHLAmcMYMQY48H4HnIGg1efvVVfPLFFwDDYOrUqdi4caNKtlSo6Kfov4Rr1y4sOOwwMAyDGTEmlqLDgbZgECaOg5Zl0RoIYEdNTdQAwvM8TAYDhuXlIUsx8DMMQ6waYv64eZ4PN272+/1ob29HMBiELMtYvnw5Zs2alXqDOY4MvNXVQF0d0NhIol0WC0SbDQzHoba2Fq2trSkXk8pKIRk0Gk2fjCSpHxPP81i/fj3OOOMMmM1mHHvssfjiiy/C0+Xm5iIQCEQZe8qyHDdo6nQ65OXlweFw9LlVSmNjY0IiMH78ePj9flRVVaU8Rnq9HrIso7GxMeH3u/ftw74DBzBu3LiUurzso4+GI0mKiud5+BobgbY2ct4LC5NGVTi/HyyI1xeF3+9PTRxoWtFmAwYNAqqqiJD+IIiXVqsNEwm32x0m18kgy3JUg+dUqK+vR35+ftrXYF5eXkZeeACJwvZqZSEIROeWnQ0MG0bI6oEDkePW2koiXEYjfD4f/vznP2PAwIFY/sEHKslSoUJF/yVcX371Fa4+7bSE33Esi3zF3XexXo/cIUPQ4vfDH7qrHWgyJTbANJvjyJYSVNRtNBoRDAbR0tKCzz//HJs3b+59o5UVlKJI3nd0IGgyQWJZsGlUYmVSwafc5kzSRTRVpCQ2BoMBH330ER566CG89dZbWLRoEf70pz9h7ty5YFkWubm50Ol00Gq1sFgsAIiw3u/3w2w2Q6fThSOGB4MhQ4Zg8uTJKCoqQlVVVXi/rFYrNBoNCgsL0dTUhAMHDsDv94cjVGazGSzL4ueff0458Gs0GgwYMAAdHR0pHc97nM6khEuj0cAXCJBzTFvypIgWmQwG+EOVeLRwIG2wLCFdAwYAO3YQ0kDRB5ItyzKam5t7Jfbd3d1oaGiAXq9HMBhMqcMTBCEjU1Ra6bh8+fLwb1QQhHB7K+VD2TBbo9Fg5MiRuPDCC6MXKIrkoVw/ywIFBeQmqKWFkNbQteR0OnH2RRfh8j/9Cccdf3xa26xChYrfP/ot4Vq9Zk3SAS8RtCyLkhRVgGGEyEJvYFkW48ePJ3/OZ5+NEtpQOBk8nqQl6Xq3G36TCSzDwKbTAXo9WJaFy+WK00ZR/yElcamsrMT3338f1duxuroahYWFYFkW+/fvzyi6oHTNlmUZgUAgXI146623QhRFfPHFF3j//ffD01AjTSUKk/hOHQzoYFxQUJAwtUod/gsLC8MRSEpiKisrk5Ioej5LS0vR0tKCnTt3QqfTwWKxoCuBb9OuPXtQVlyMRPRRq9XCQzVcgQCwaRNpSp6IcPA8eJ0OvJKIKsmxLKen2eI4YPRo0romECDr6kMDaGrRUVVVlXQar9eLlStXwmazhYtMlGRaluVwNJMakmaKnp4e3HHHHaioqEBRUVFUe63Ydlv0fTAYxNKlS1FZWYklS5aQBQlC6mICGoEsKAAEAWvWrcNt99yD+5cswfQZMzLebhUqVPx+0S8JlyzLOH7uXPJn2sfUVELYbMRIMg1IkoTW1la0tbWlt+xeDFh1bjeKAcgMA3dJCSSOg91uD/diZFkWbrcbgUAALpcrHEUCgAsvvBA1NTUoLi4Ol9fv378fZWVl4fenn356WpsZG6mgpf3FxcXhirQ77rgDd9xxB6684gqs+v57XH/ddXg8poHzbwWO49L2SYuNFA0ePBjz5s3DypUroz6fNm1aOOUly3I4lUp1W9T5va2tLUwq2js60NjcjKL8/Lj18hpNuC9kGMFghDjxfCTyJQhAbS0hVjxPIjEWC2n35PMBnZ0kCpPOdc4wRB9I0QfCBZD0XCoDU57nsWrVKhx//PHhVJuSlOr1ekyaNCkqQpppq57s7Oxe0+uJcMwxx+CBBx7AB8uXY+fGjenPyDCARoP7Hn4YTz79NMaMGZPxulWoUPH7Rr8kXM3Nzch3OMiAxPOHpmrLZEpcbp8EF154Ye+6LSUYhgyyvQm+GQY0vkHTl9S9Ojs7GzqdLk6szHEcLr300jhSpSSDOTk5aaUjqbVCos+jIMt49NJL8cHAgXjoySdxwYUX/lcGKY7j+pRWpRgyZAjWr18fJggDBgxAXl5eVNRLr9dDr9eH28bQ41hQUID29vbwtN/9+COKCgtx+LRp4BTHTKvVwh+bHqbXKMMQkqX8XkkgLRbSPNnnI5EuSSJpwnRJ1yGCTqdLSrg0Gg0efPBBbNq0KVxQoITP50N1dXXvUd/fAF9++SUuufhivPTyy/hx9WrMyjBKdfP11+Ptf/1LJVwqVKiIQ99uYf/HsWfPHlSUlJCBKZ2KNUki6bwDB4heI1bLkZNDhLQZELetW7di9OjR6W+0RkOiFgqIkoT1zc1YWVWFTa2t+KG+HmuamuIq2iKL0ECn08XpoNLRx6QrQk5W6h/r4A+GwdDJk/HAVVfh8euuw4QJE8DzPCZNnNgnYX+6oKmjvkKj0WDo0KEAImnEWDAMk1C03tTUBKPRGNXc2W6zRZEtgJiiemKjcHR5SZpwh0GXJQiR1KIokmv9vwir1Rom+jzPx5Fwi8WC2bNnJ73pqKqqQktLS8btgYD02lWlwt9fegkLFy7Ekccdh6mzZ2ekX5w1YwZ++eWXQ9ITUoUKFb8v9MsI155duyJtU9rbCVlSDmj0z1qSiDC9qysyeHV1AT09JJLg9xOyFVPl2Bu8Xi/sdjs+++wz3H///enNVFdHtjWEdr8fz3z5JbpiPLf0ej1GzZyZcBHJmnPzPN8r4XK5XHA4HL1Ol2ygS0Si6oNBtJtMuPacc3DK7Nm47okn8MOmTTAajX2qikwHtP1SXxEIBFBUVASz2Yxp06Yl3c5kVYLd3d3geR52ux0ulwtjEvTL5DUaBJMN2ByXWMtF4XaTfn2x6GOVXF/Ji8lkCp9HlmUhiiK6urrgdrvD7vMOhyO8/NjjGAwGsX379nB6MhP4fL4+ETUlPv74Y9TU1GD48OHgLBZ429vTMth1uVxobGxEQ0ND7956KlSo6Ffol4Rr944dmDF1KnlDUy4sSwalYJD4FAEkLRMbmaHzUKKThqfVjz/+iPPPPx/d3d3hhsgnn3xyZv3TbDayPaH1Zut0uPn44/HZ7t348ddfw5NNnjw56SKSDUKJIlyJiAQt9+8LYUnmgO8TRUCSUF5UhA8ffRQtHR3IX7AAVqsVzc3NKdsV9QV9JVySJKGlpSUc6Zs3b15KUmgwGBKK5QGiR3K5XJgwblxcdAsgTvPBRJFXjab3ykEqdk+Qws0U1FOL53m0tbXhzjvvxIMPPph2twJlux2O45CdnY3s7Oy46c466yx8//33CV3na2pqem/iHgOXy3VIbBjKysrg8XjAMAxOWrwYwysqSDsoSYIY6pn6j9dfx/BhwzDxsMMgiSIam5owb948lWypUKEiDhkRrueffx7PP/98uAJp1KhRuPPOO3HsscciGAzi9ttvxxdffIH9+/fDZrPhqKOOwkMPPYQiRU+4/wuo3LcPg089NfpDSYr20wFSpwh5nrT6EEUS6Upi4lhVVYX58+fjrbfewsknn4wdO3Zg+/btaYvQw7BYyMPrBfbtAwIB6DkOxwwdil+2bw8TAavVGvaKUj7I7iTeH41GE0e4GIaBVquNEpjTMvpkSBWJcDgc0Ov1Ub0TLRyHIlEEo1hmdl4emvfuRf7QoZgzZw5GjBgRTkcpB/DY17FQ7jvdZlmWsX//fjzxxBN47733wlWZt9xyS9L0riRJ6O7ujiOL6bR8SoUBAwZg8JAh5Pqh04Z0em6/H29++SU+3rCB7CcARqsF6GuGwdiKCvzr0UcTLzwR4epDlMrlcmHo0KFoamoCx3Fwu9149913wfM8PB4PLrroIpx00kkH3Xg9OzsbJ510EtasWYO9e/dGHeumpiaMGjUqI5Ls8XgOOsKlRGNjIx579FF4PB6wPA8+5M9nYlksXboUbW1t4HkeHMehub0d4xKkmVWoUKEiI8JVUlKChx56KHz39uqrr+Kkk07Cxo0bUVJSgg0bNuCOO+7AuHHj0NnZiWuvvRYLFy7EL7/88ptsfF8R8PmgS+cOWJZJCsdmI8JkqoMxGiOarfZ2EgXTaAgBczjIgBdKTZaWlkKn0+Hkk08GAIwcORIjR47s+8YbDITcmUyAyQRLMIgl994Lp8eDjo4O+P3+jO/uk2m4YgkXTQUpBz+aDuI4Drm5uak3XatFBc8jAICTZWhdLjAKYtKVk4OOEEm67bbb0NbWFiYudB1K/ZNyO2K3Kdlj0aJFYc8tlmXx6quv4ueff05KuJxOZ8LIXCoIgpCScOXl5WHKlCmEKDIMiaqybLiAIzsnB75AAHefey5GDxwYJoayYj+Pu/32CFGjfl0UokhS3xYLWW4wGC2yV6K7O5Kqjmlbw3McjjjiCDz00ENxFh2vvvoqXn/9dfz666/4/vvvMzo+icCyLGbMmIFx48ahuroaX3/9ddifLdOUptlsRiAQQE9PD4xGY2oT2DRQUFCAx5YuTWvaN99885A0olehQsXvDxn9E5144olR75csWYLnn38ea9aswUUXXRRXLv/MM89gypQpqKmpOSS96w4FBEHIbKcdDhLBYhhS6eX3x/czlGVCyNraCCnT6YiWxuGAbDZDc5B/+FGQZbJsWoFWWgpOq4Vdq4U9RlSfLniej3NfZxGvQ7LZbFEEzG63p7XODz74ALU1NThvxgwUm81xx19iWXRnZ6NDsQ0XXHBB3HI0Gs0hv44+++wzDBw4MOn3maYfZVlGdXV1VCRPCYZhMGHChAiJYNlI9WDoM71ej1NnzcJZ8+YlXQ8LkCKORNDpyHVKly9JQHExeeTmkmu1pYXoAlMUQ9hNJtx///0J/dDOO+88WK1WPPLII0nn7ws4joMkSTjqqKPAMEzKVkwejweBQACyLOOTTz7Bf/7zHyxZsgQ+nw9+vx9dXV1RDdupsS6Qunn4waCwsBC33XYbbrnllt9k+SpUqPjfRZ+ZgCiKeO+99+B2uzF9+vSE03R3d4NhmJSDst/vjyoL72vT2XRRVVWF8kx6CSpL1oNB0lLHak2eovH5olKTwdpaBINB7N69G9decw1efe21jPrCxYESv+ZmEp3w+UiT3AwGEFmW8corr6CmpgatLS1Yu2YNzj7pJFg1GvSEIiFWrRY6jkOXYj7av1AQBJSWliZ22k+Auro6vPHmm2iorMTTl10WN19XdjY606gWDQaD8Pv9afXgSxc8z6eswDQYDCkjXBqNBjk5OWE7jM7OTjQ0NCSdftiwYciP9d6KOR5arRaW3oTiqc638pqlhNHnA7ZvJzrFdH3IQqnDZKAu8YcSer0eNpstqf6Nwu/344gjjghrwhiGgdFoxJ/+9CdwHBf+T5JlOW5ZDMPAYDCAAZCl04HR6dIvKoiNJsbgu+++wx/+8If0lqVChYp+hYwJ19atWzF9+nT4fD6YzWZ8+OGHCVNkPp8PN998M84666xweXgiPPjgg7jnnnsy3Yw+Y/euXRhWXJz5jHo9sHcved3dTSJfacCg1+Peq6/GxMMOg9vjwYjhwzFx0qQo9+ywFom8ibxWfEf1OwDQUFsLvSgiK3TnLrMsZK0Wsk4XlYJjoUivKV63d3Tg+x9+wMIjj0SOw4ELTz4ZlyxejLxAADlaLQIcB10wiCDDgGUYSKFlUuJBq87SJVwWiwV/Pu00XDhtGmk/ZLeT/fR44DOb0yJbFE1NTRmRvd6g0WhSEi69Xo/8/Hx0dXWFbwx4nkd2dna4ak0ZLSkoKMCJJ56I7du3o7KyMm556YiptVotghkaffYKWo2bQY9BjmVTWnQYDAZ0dnYeiq2LgrIa8F//+heef/75qGir0+mE2WzG4MGD8cknn0TNS8lUqmpaWZbh8XiQZzaDCQQIAdVoiFSA41KT2Z07icZzzpy46Xbv3o3q6mr885//zGh/VahQ0T+QMeGqqKjApk2b0NXVhffffx/nnXceVq1aFUW6gsEgzjzzTEiShOeeey7l8m655RZcf/314fc9PT0ozdBmIRPs2bkTYzM1VOQ40jSaorWVpBXTHPSv/uMfcdnixehxu3HylVdi5cqVuO+++6KmCYvbFT5LYfIEQKbCbwBWiwVarRY2my2KkPkDATidTjAMAw6Aw+uFLEmQFOJxSZbBsywKcnLwZgJdChsIQA/iWA+eR57Fgq5AIIqUSJKExsbGhOk9nueh1WrD62MYBpddcglxbY85Xl6XC11OJzi/P2naKBZ0mYcKvREugBALvV6P7u5udHV1QaPRpKyetNvtmDFjBoYPH45AIACWZcEwDILBILJoBWwv2xTnNH8o4PFk5B7PsmzKCNaUKVNw4MABvPvuu1i8ePGh2ELIsgybzYbW1lY4nU68+OKLePbZZzGVVhX3Ap1Ol7YrvU8QoKfRqmCQ3EixLCFeoSKFOJSWAt98EzGTHTgQKC8HAHz99deYP3/+b5auVKFCxf82MiZcWq02fJc+adIkrF+/Hk899RSWLVsGgJCtxYsX48CBA/jmm29SRrcAJHQ+/y2xZ9cuLFq4MLOZNJroNIzPR1J6BQVppfKcLhcuvOMOHKithcvjwT133YXbb7898cQH4RElA9izd29Yd1TCMDB3dEQJ0wFgx4ED+OnOOyGzLIIcB78sQ5RlBEQRXV4v/IIAp9cbjmwxDAOLxRIWyFNtzYGQhkij0cBkMoXTazSSRqNQySrGDGYzDGYzZFmGKIpwu91RTuyJoNFoDmpAe/zxx8MNqEVRxObNm/Hoo4/i7bffjqpqTPQsy3K4CTLLsnGVoGFSq5geQPg9AwCh4xcbdezs6gIXImYtbW2YO3Ys2WCWjSZJkgRwHPyBAAZceGH4HMkAGMV0DIAupxNBQYDNYomuhOwNoWm6nM6Uv1+j0YjLL78cl112Gf589dVR125zWxvyc3Lg8fnQ0dmZkXD9wIEDEEURS5YswcSJE9MmW2TT07s2DFotrBpN/O9NkogOk2EI6TIao4+/1QqMHQts2QI0NQGVlcDUqfi6oQH//ve/ccopp6S9rSpUqOhfOGg1tyzL4VQLJVt79+7Ft99+m9Bz5/836mprUdxLNV0cEpEgGuVSNGpOhNc+/hhX3nsvFi9ejAtPOAG33Xpr6gheTKVYJmAADCgrw4GQbUedLGOo2Qw+pum1hufhEwT81NiY1nJlWe5VW0f71rndbgwaNCiz7Q45s9tsNphMJjQ0NCSNrMT2N8wUjz32GC677DLo9XpwHIfx48fDZDJBq9WGmxnTiBTP82HiSJsdMwwT1fhYOT1ADF57enrCn7EsCy3DIA+ALhgklYaCAMnrhShJEEURoiThnAcewOqnnoIAwOv3Y3BxMbkO2tpIkYQSeXmoefJJ+IJBsCCRKJSWAiEjVvrYsmULLjz3XFTFpN16RUEBkKaVy3PPPUei2IEAsHkzsS1RoPC00zJK/zIMg/LycjzwwAP4/vvv8e9//zujTafp7lQosljA06KTZJBlooULBgGzObqwYcwYQrgAEjX89ls8+MoreOK11zCWEmUVKlSoiEFGhOvWW2/Fsccei9LSUjidTrz99tv47rvvsGLFCgiCgEWLFmHDhg347LPPIIoimpqaAABZWVmHxIjwUEBWao+s1kgKj+dJKX0m2LcPGDAgpYi+OC8PRoMBy5cvx1lnnYU77rgDDz74IAYOGoQ5c+ce3M4kgF6nw5DBg9HW3o6uri74NBqYlRMwDDShSrC+gud5mEwmeDyeKGLE8zzKQ+mVg1l2UVERmpqaEvY8PJjtBki07ZprrulzRWcy0OrE2G02sCxKvV4wgkCuMY8nWtQeQqfTieE2G+lioNdHdRVIsBOwGAywKNOa3d0kIqMQ2x955JHw+HzYVlmJ0YMHp78zra2EdGWik9NqgcJCYP/+qI9lIGO93XPPPYfnn38eK1asQI6ymfb/D0gSOScaDTl/CW6w/KHK5907dqiES4UKFUmREeFqbm7GOeecg8bGRthsNowdOxYrVqzA0UcfjaqqqrCANba/3LfffnvQ5oiHAi6XCyaHAxg+PJIyoJBl4tKdqOcc9eNKdOdcXU10HBZLwnXOmz4dzT/+iHWbN+Pw449HIBAAz3E444wz0NzSknhdBwkNz6MgL4/ojQSBbJsohk1aNQZDOBWV0XJD2qVhw4ZBr9dDkiRUV1ejra0Nfr8fgiBg27ZtKC0tjSoKyBQ8zyMvLw+1tbUwGo3wKzReSh+uvoANCcEPNeGKrbYFyI+r1O8nZItlycCdJPqSa7eT79NBItIpScTmoaIi6uOK4cOxbPlyPHPTTektGyC/i0xIEu01GhNJ7QseeeQRPPzww9izZw94ng9HTtNFOlWTcXsmSeS8JIuechzZN4Yh0yi6T7S5XFi8fDmuvfNOLIw1U1ahQoUKBTIiXC+//HLS78rLy3+z/neHCpWVlRg8aFBiV3iGIXfotBIxFiwbiR6wLFBTQ9IuVGSbAE63G3PPOw+tnZ3w+f2wWiy45s9/xjXXXRcfqemtKXEmCAQArxeDOzqg6e4mVYGKgV4jSWERfrrIzc1FRcxgzrIsBg4ciPLycrS0tKC5uRl+vx9tbW0HRbgAQu7Ky8vD+i+v14vOzs6DJly92UD0Fc4YsqFlGAwQBFIFB5DrJEWqi81ElxY7rclE2lEl0Mrl5uaisa0t/WUnWn4qdHcDu3fHVz/yPDHpzQBVVVW49957sXHjRmRnZ8OVYcPtdCNpXYEAsng+kgal68nNBRIZ4Ioi8O9/E0uYM84IE15ZlpF7221Yu2YNpmSgM1OhQkX/RL/qpVhdXY3yVMaZRiMwZEhEu+H3kz/l2lqgvj5+epo+MZtJE+sYPPjii7Dn5WH5p5/Gp9qUBOtQEtVgEPjsMzAAtHS53d1AWVl4oNDyfMbkOFXjXoZhkJ+fH+8vdRCgWikKg8FwSPoq8jyf0uogbdCojiiiG0CHIurBAij3+8Eooy2H6hwXFEQiLA4HkJdHNEVJUvYlJSWo2b49s3UkMDpNiPZ2YMeO+H1jWfLb8fsz2u/58+fj0ksvxdChQwEgymQ3Hej1+rQqFFmXC9i1K05vhtZWYNUqckypRYROR37bp5wC7N6NhpUrsZfj8OmPP2J/XR3mTpuGyVOmZLSdKlSo6J/oV4QrUc/AOIRa5oSxbVtyR2+KnTuBGTPiIgxvfPIJPv33v1OTrUOJ5mZg48bIe70+4nmliGhpNRq0tbXhhr/8BWAYDBw4EBdccAGMSSJ1Go3mN7Xq+G+C47iDI1yiCDQ0kFRyiBCIMTYjOpaNJlt0PoMhfpBXwmYjA3wwSKb3eEiaWwnlcufOJec4Bd544w28kEk6ceBAsh0pEAgE0NrYiMLGRrCx17EsE7IS8mzjWRYFaRSp+Px+dDudeOyxx8KfORwOSJIUZVxKixloX09ln00aAU1VqahhWdg2b04umJckUn0Yi+JieIuL8cibb6KxrQ27du/GLbfcgsWLF6s2ECpUqEgL/YpwWa1WOJOlKUK9D+OQTlWc3w9UVQGDBgEhy4Q7nn4anFaLcePGxU9P13MoSZcskzt0ZVpFpyOEa+hQMojU1gIAjHo9Xr31Vrh9PkiShFe//BIPPvhgnDcYRW5u7iEzGv3/DZ7j4GtpIdEZanYpCITg+HzkXNL0sdkcf03U1MQRcEddHQIDBqA7RI6SDr+pBmbaU1FJqIzGaNKVlwd0dkaWU1dHIrJJIMsyOru6sHj+/OTrjUUSLaIsy9i6dSu2bduGpqYmSJIELc9jRkUFiqxWFEoSsR8xm8NkCwDq3nmn11Vu2rsXh112GZ595pmo64xhGGRnZ8NoNKKjowM+nw8lJSXQ6XRobGwMt/ZRauc8Hg90Ol2UDQW1MxFFEXn790c1S08LggDU1MBQVYV5gwZhWag44phjjvnd/C5UqFDx26PfEa6eWGEvFcwGAhFRbKiJMABg8GDgp596X/iBA2RwzMvDsTfcAL9Wi6//859DvxPJwDBEfzJqFPD11xEBc1YWiYKUl5OBI2QFcdbRR4dn5TkOf//uu6SLTses838FPMfB194eEagnqwb0esmDNoDWaiPEWgGfJEECoHE6wXAcrByHfEoAlNcRyxKylAQcy+Ld1auxeMaMyIeCQM5fayuJnrrdkeUZjYRMp0BdXR3K0k0PUjQ1AaGInSzLqKqqws6dO1FVVRXV5ofneWRZrcg1m5HHcWBEkVxnGaYBAeCav/0NRpMJV151Vdx3tGWPKIrgeT5sC+JwOODz+aDRaJCbm4vm5mYEg0EEAoGUqUhNbi5KOjrIsdNqye/dYIho7IJBcpw7OiKau/p64KuvgGAQRYcdBqfTiWnTph20TlGFChX9C/2bcElSdIqHNqEWhEilFs+TaIfbDZllU98dNzdj86+/4tfdu9Hc1nbQnlEZIxgE1q4l+yDL5L1y8Bk0iAz6RmNEd8Yw0K9ahc6uLmzYsAGCIEQ9RFHE999/D4PBEBabazQaiKIY/l75LElS3OdKbygg2tqBpmOsVitKSkpgsVjC5qHKB10OfZ1ommQP5fRVNTXoTleM7XZHPLAMBnJMDQZCrEP4rKEBv+zYgVE5OThmyxZUcxz2nnACchwODMnNjTQu5/mUvk/DS0txzt/+Fk246DbQaBvVbvE8cPjhpFVPCqxevRqGTE2F29rIdeF2I7hhAz7ftQu+EIGUJAn19fUYW1qKs3p6YHA4Ir8ZrZb8lvpg2/HlI4/AsGBB2FQ3ESwWCyyK6Jter8fAgQPD82RlZWHXrl296r7aBQHS6NEoS1TNyPMRsX92NtkXhiHHXq8H1q5FYTAISZLgdDpTbq8KFSpUxKJfES6LxUKqyWSZ/Jkm+3OWJJJe0mjIH+6kSZDdbriHDgXn8QCyDL61FVxzc4SUuVxY6XTi9Jtuwlv/+td/l2zRdOI335CIDc+TAbCnJ9omgGWBiRPjSv6nnHEGtO+8g5dffjmskWFZNuq5qakJVVVVyMvLw2GHHRb+juO4pA+NRgOdThdnDho7SEmShJ6eHqxatQperzdq+kTPvX2nfK80KeU4Djqdrm8NlykxLyyEzDAQRBFwuVDOsvhlxw5sb2tD3cCB2LN3L7reeAMAcPPFF2MqNYEVBFIFR6+Lnh5yjnge0Giwvboaa+6/P/G5peQ5Ly/SfFqjIcug4m5yYKNmveO223D2Mcdktp8sC3z+OQCi9Tv/iy+w/vjj8UNbG+TGRuj9fgw2GmFgGLJPLBuJEptMfbKGqG5qAhty3M8UymuquLgY1dXVvXq1dXq9yDUYYEh1HTBM5LiWlhK/vSOOQN6WLfhkyBAc9sgjaG5uRkFBQcbbrEKFiv6Jfke4erq6SGoond59oT9kuaAAok4HMAzEUDWY6HAAw4ZFTZ61cye0ej2OnDfv4DY0U7f5ujpA6SYuCBHdz/bt0TqfBJqToUOHYuvWrSlXYTabcfjhh+POO+/EjBkz4sjTobrTP1hj096wYcMGcAehu5E4Dt1GI/Exs1rR1dwMjUYDo9GIjz/+GA6bDTf/6U9wmEyJe3bSQZ5WXIYiRFqtFiWpUrdeL0kvUuK3bh155jjy4HliU2IwALm5+OeLL6Kquhp3XXppZLpgkBByv5+kSo1GErmhxEKSiC0KwxCrBI5D14gREL/+GrJWi0sHDEAhrcYNBMIRUgARkb/ZnNjLLgWyrNakBRuZwGq1oqysDFUxaV8KDc8jKAjQa7XEn643UP+9QCBSBCAIcLS24qThwzO2rVChQkX/Rr8iXBqNhkQm0myUDACiVgsvw6TlTTRixAiceuqpOOmkk7By5crUE9NlKgmGohE1gPRJl8NB9FtNTSQlpERNDdDSQqIjBwG3240VK1aE34cbayv6LR6sgPi/4ePGsmzazY1jZgR8PrCNjbCazfAWFEBgGEwaPRrjx48HwzCoGDwYx5WUQE8d35MVYiRAWlMlisjS6zkQIJ0PSkoAnQ47vvgCJoMBIxYtgizLCAYCWDxxIh487TQyX6yejONIBE6WiWYpZIOi12iwtKMDrxsMyNm3D/j2W9JL0Gol6431F/N6iT4qg64NuXY7XG43li1bhssuuyzt+RLBZrPBYbejU7F+rUaDLJ0OuT4fWs1m5Pj94JTXmvL3TYsn6Gulma1OB1RWIiCK2NTQgOLi4oPaVhUqVPQv9CvCBWQWiZGBtMkWxaOPPorBmbRRYdnEA3M6pItOY7USiwBJAv71rygnbADA6tXAwoWZuYfHIK8XwnYwEa5Y8vZbgmVZiInWw7LkeIpifFcBno8IqQFwLhfMBw4AgQBkvx9ibi6chYWYO2cOdLR4wuNJakaaCAFBwLc7dmDx9OnJJ2ptJVGlZFFAhiHWIOvW4d65c7F4xAhoOQ5cTg42rl6NR375JUK4lCgsjO6y4HaTfc7KQk5VFf4tCAiOG0ciYpMmkcKLzk7g449JVO3YY6OX53TGR7oYhkxrNhMy5vVGOevrtVqs/OqrgyZcCAZR6vPBFDLItQaD0ChIVH6sQSvLkqhfb5FVjgM2bMDSNWvw2d69aARxtT8U3nAqVKjoH+h3Nc2/9ZDOcRymTJmCiRMnoqWlBZdffjmGDh2Ka6+9NvlMycgKJXuJHpQgKOdlWWDOHKC4mPgpUVF1bW16lZYpkIpQMRnqb5QEK1ZQ/1uDZVmIgkAG0FDUCl1dJKJTV0fIRF1dRCzf00OOn5LE0lYvbjcYQQDf2AhbdTUgy5CUHm4dHZHBvJfjU5CTg49//bX3HXA64zslUOH6nj3EN87phF6rxaSyMoytqMCoYBCjCwoQTBTZ1WjI8oxGEuHKyyOkKisLeP994NdfgQkToBk+nByH/fuJDnDBAmDyZGDkSLIcozGa0PMx93KFhSQFX1RE5lH0HLzrH/+ALxDAC8uW9b7/vaG9HYwgINvnQ7bPR8hWKnR2piZboWIH93ff4bRnn8Wdq1bBB2BPVRUWLVx48NurQoWKfoN+F+HKBAwAoyTBQ8lNmnj33Xdxxx13YMSIEZgzZw7eeOMNLFy4EKeddhoOP/zwDDciw8hRcTFxxa6rI7oTqkFxOg9JajHxJmZGtv6bBAsAdu/ejTvuuAM//fQTWltbsWDsWHJ8UqGnJ3FvQ1km0a+YtCTb3g6bJMUbkUpSxHoiLy9pxLKxtRXP/+UvJIKVqhWP30+IHI100ZRXQ0Ni4hAMAoIAk0aDYGwq1Wgk6ehEdhXDh5NnrZb4uBkMwPjxwKZNhKCxLCFoANDYiKAs44O2Nmw8cABNbW34y5//jDGTJxPiajDE+3txHKqCQYxcuBAsz+OJJ56INKr2eMix74sgXa8n28ay8aaxsaDC/0TQaoHmZvzwySd45OefsXLfPswfPhy1t9+OLJMJ+9rasGT37sy3T4UKFf0W/Y9wZUhg2GAQWp0OmboL3XfffVFGokuXLsWVV16JLVu2ZLikPoIOxDRFZrfHRx0yAMMwCITE3bGgQndlJeL/b1RXV+OJJ57ATz/9hH379uFPf/oTXnjhBVxy0UXgM9DwxUGnS0qIWGpKmpubWDhOI2sJoNFoMHTECEKAiosjuiwahfN4IjYVoQpJ2GyRabKzCelSIi+PRL1AfL7k6BWSKFayqsJgELjjDrIunS7iIF9cTCKCykgeAG78eJTt34/NdXVoaW1Fa3c3SR8m633Jshi0YAEWL16Mt99+O/J5ayuJ0kkSIYK00Tz1zkqVFvf7SYSyu5uQvN6u90RkS6MBtmwJa9hOeucdXDNrFv6+eDEKrNbwZENyctC8YgXa2toiRFGFChUqUqDfES6GYaJagqQDjSBA4HlIB0EmZsyYgc4UxpeHFF1d8c2EASKql6SEfR97A8/z8Hg8CQnX/088+eST+OCDDzB58mTYbDZs3boVmzdvRnt7O0455RTcfPPNOO2008Lnm+W4xBqudKDTEUKQCrIcLbRWoqMjZZQrfE1SQkiPtZK4UBsGui5ZJn0BGYaQNWpn4HSGyRZddlRUsaiod2E73Q8lMWFZ4ufW3EzeazTAuHFgAUyvqMD0igr4AgEE07BFkWUZzz77LNlfp5Ncn8qepU1NJLrmdpNUZnY2uXZjo2Xd3YRs9vREjm1v2jmWjdc6arXAzz+HI349fj80HIe7Ejj1+wUBfo6DvRfzWRUqVKig6HeEi+M4vPLmm2HiEKUjCr1HgvcCy4IOo4mMPJXvqUFn7HNzc/N/xywxUSqMbGjqXn4KbN++HTU1NQgGgxBFEX6/Hy6X66AGmEOdStyxYweWLFmChx9+GKtXr0ZdXR1GjRqFe++9F0OGDIEugeknwzAQ+xLh4vmUTvFRoP0QE8HpJIQhwXFI69goyRbVoVVUEDuHujpCuIYNIxGegoKwxQjf2hpZPsdFOir0pWKzq4vMHwwCCVpX6TUa6HfvJt0X8vNJc+2Ya/65554DAOS43aQXaaIKzIoKso02G2m+vn8/IXo5OZF0pt9P+lrGnlNJQt6RRya9sWIYBizDgAt5tPEcB16WwTMMNKHXPW43BiW6OTEa0dnejoFDhkS1EFKhQoWKVOh3/xaenh688NxzsBgMEQ8pAGCYcGm+8nOGCtOzssBwXEL/KaVoXNlMlz5YQQDDMNBptdi+fTtGjx792+5kMEi0LImiXGlWzc2aNQuDBw8OG4aOHDkyZYuf/x/pxO3bt2Pw4MG4+OKLcfHFF6c1j8/rhSk/P7MVMQwhqumQk7y81D5UXi85PzFtYYKCAEcvTaOjwHERYq3RkOhPrPO8okk6A0XBSFYWIY+072E6RM/hIOTO44lYPyRrGySKEd1aYyOJwI0ZA4wYEZ7kyiuvxAd3302sLBKhsDB6+cpj39aWWucGAB4PWI5DU3V13Ff0Boj2YfR4vfB5vfB4vfB6PPD4fPC4XOBWrMBRQ4eSmXQ6Qh5ZFnC7kc3z2PXuu/jqiy8w/7jjUm+LChUqVKAfEq7JkybhtGOPxfiBA9OfyWYDFL0HM0J7OxGryzKee/ttLD79dOzYubNvy+oN1EOJDkZZWSQiohys0mz1otVqsXbt2rSmTbdKMXa62IhOJtGvnp4e7Nu3D7szFC673G5kFRWRtFhDAyGlBgMhFIEAIRPU+JMiKyuuYfVBQaNJaAWSNmGlfRXp8UpjPkGSwDIMIUoGA5nf5SLRokRpUp6P9Gr0eqO1XiYTIR7J0oax0Safj0TfqB4LQG52NmYluvHQaomnnN0eX4GbKZJcTwzDgOM4GAwGGAyGxFFbvz9yzsvLw1WpFBqNBiuuuAIXPPIINDod5h6s2bEKFSp+9+h3hCs7NxftmTpE9+aCTf/YJYkMhlS8q9eT9Evo+3Vbt6KlpSXzjU4XNTXh5tQAiEaFYUjkg0a70vQNyiRa1dfIVirylQy0t+PixYsxefJkfP311xmtUxRF0t9QpyPWGbSoIBZuNzmeZWWA0Yj3fv4ZuTodykwmDEqmY6Pnvjd4vXhpxQr0OJ2QQ9sU6K3dkCwTgtPdnXG/wrq2Ngy+5BKMHjQo4ilG0dUV0fTRDgd+PyFZyTRefn/ybRAE0t0gFo2NwIoVxLbEYEBrezshgBR2OyHBen3ia7Qv2sGDibjqdBFNXJI0vFmvxz/POgtn3XEHfl23DhdedtnvqtG7ChUqDi36H+HKy0O7kpSkg9hSfwpBIJqSpiYyiEkSGTgCATL4xgwcH33zDd7/4IO+bXhvaGqKJlsUskwiXjTdlGxfEiEDp/SDQSAQQDAYhCzL0Ov1UQJvhmHQ2NiIa6+9FmvXroXf74fFYsGbb76JBQsWZLwuWZajdT3JUqwmUzgF5vP7sXbbNrjdbgwqK8MNU6eCSaQ5MhqTa7cUcHk8uPr++3HMzJlgQNKx559yCrl+jMboVLAsE5KUKvVHzxGtRgUiKT0At73+OkRJwqYnnohfhixn5AofXl95eWS9kkQiQDU1ZP+T6QRbW4GqKjz/zTfIz86GQyl+LyuLS7NGIZPrluJg9YKnnkrMXVOkkk06HZZfdBHmPf448gsKcM4FFxzcOlWoUPG7Rf8jXLm5qPF4En9JPXx4PtKjThTJnXcsJIn0s4sdXNrbyTIS6IROOvJIvPHGG5j3W6Qf8vPJYNvQQFKYsaADcFcXYDZDGjQIjFabMjrFShKkNDRfB1MIIIoi3G53WMju8/nAsmxUT8UrrrgCgiDg448/xoQJE/q0HgqTyYQ9lZUZzaPTanH0nDn46PPPUd/URLRPHBddESdJJAqTiKTSRul+f3gem9WKj5YujZ4uGCTEymol07IsmS82IkvXR9dPn7OzI/OHcN/bb+O1b77BK3/+c0b7nBI2GzFB9fnI9oli2sUY7spK3HDjjdj9yisR4mu19l45S72/fuNem3HrLChIfCOjgIbnceTo0fj+669xwsknw5GKOKpQoaLfot8RrqysLGxUDg5WK0nV0D9zlyteg+L1xt99NzYmH2SS/OE++de/YuCCBbjrrrtQXl7etx2orCSkadSo6Lt+OsiHmuwmg8wwEAYMgMwwQDAInucTV3JlEB1QVh9mSry6u7vjGlbHvt+zZw9eeumlgyZbAHDvffdh9uzZOPv001FeVpbWPAzDwBqyZRg3YgTZR+U20ghIoiIFJUL6OVmS0JxK9N3TQ0hVbDrLYCCkzuuN9sHy+0nVHj339NyZTLjzzTdRmJWFB95/Hze99hpMoWtGotW4SJ3OlZXLi/oiuf5OeQ34g0FoeZ5Uh0oSmkKVnpOvuCIyc+j7uPlD2weQa6K5rQ35yt+W8lqL3UaGgdvvjyenmWLcuAjhKioi/w8JqoDvPu44/FxZiSOnTsVHK1diwIABfVufChUqfrfod4QrOzsb7W43IVpUz9Kb7mbbNvJn63SStEhPT1TKJgo2W1IxscNmg9frTe4B1tZGtkupV/F4yJ+80wns3k18giwWcuet0UQ7x1dW9rov4pAhkBWl7IIghCsRo8gS1fOkmVak3maZRLvStYlob2/HcOp8fpCYOnUqrrrqKlz+l79gxXvvpT3f4NJSAIAjmZFnBtCwLAqprUEy8Hy0UN1sjoj6gWhyp6xYBAgBzMsDurvR+O67aG5vh1Gnw4xrr8UPN95I0pggFikMAFZRzBD7DCC6etdsBnw+MJRg0zRqIACGYSK2KiDXxOGPPIJ7Fy7EvBEjwFgs0Dc2ghEEQvRCqUlZFCF7PGHyJ9vtkFtbw+lWWi0syzJ09LeVn98rwS248srIb5Fey5IUeShBo5MU9AbMbictjIJB8n1eHjk3tHG34jhNnzQJM/bswbYtW1TCpUKFijj0T8Ll8xFiko7AGSDT1dZGGUkmhVabkqDcdtllGDd2LObPn48xY8dCq9XirLPOQonNRppMOxzER6m1lZTTb9sWH3EbNQpYtYpMu2BBtJamF8gJtDDUK4x6CiltMVhJgpRma6NMU4t+v79XwvXjjz9Cq9UiO9by4CBw//33IycnB+988AHOOPXUtOaxWyxgGAbdSsF5HxFnQpp4okiKm0ZpkkEUCdGnES6vN0zMCux2FIR0XRzHoeRg0125udFVjdRaIonGimVZ2AwGWGw28tuw2aI1YzU1ZN6srEik0O0GBgwg+shkx4m2qeotqkih7EEKALIMMRCA1+NBU2sreK0WAwYMiL5+aTpdqdeT5YhOL8E5GVNRcVBN4lWoUPH7Rb/7Z7DZbOjOpEqR9ozbv7/3aY3GXtuJ3PmnP6FqxQqUWyy4+667cNNNN2HYkCHA99+TAae1lTSa3rsX2Lw5nmxVVEQG1tiKNWqEmSTCJrMs5CSDgSzLCAaD4Qc1f2VkGawogkmHzKWZtpFlGR6PB65ezoPb7cYFF1yAd955J63lpgu9Xo+nnnoK5191VVz6Mhm6nE6cefTROPkQeKhVNTXB0xtR8Hojlh5+f3IxvizH2zb8VsjNjfa/slpTp7CzsiDJMnjaz9PlIuQqVq9VVBS9fwxD1mM2RwxOY0EbdqdZdRsHhsHuykp8+c032Lx1K3799Vf88MMP6Ghri/5NZVjR7PN60f3f6iihQoWK/yn0O8LFcRzSlt3m55NBxe1Oz/QyTRd2m9WKh6+9Fs9efjk0PI/rjj8ecuwALMuJjSU7OiJ30EZjdJXdgAHApEmRxsN0H6ZMId5GaerGZFmGJMthITsDgJEkMJIEVpJIOknxYGQZ9bW1WLFiBT766COsWrUK3333Hb7//nscSOBf5fV64U1DZP3EE09gzpw5mDlzZlrbnQkuuugimE0mLE6zqiwvKwtHlJTAdghaGz346qvIO9hIE8OQdHN7e6RCNh3QSCHLZkZWsrOjW+cAySsHTSYSzaqshCyK4JRRI9rgu7g48lltbeJqUa832sIiFp2dJNJlNGas0RIEAfXKNkIAWltbsWX9euDDDyPLy9BJ/uipU/HeO+/8V5uzq1Ch4n8D/Y5wAUgv5J+fT6IGicr/E8HhSH/QC3kdXX7ccfjmgQfw+ebNyLnwQhx1zz349JdfItMVFAATJxK/KOW20+13uaIjDNSQUqcDBg8m7t7l5eQzsxlSGmm56upqjBs3Dnm5uVFaM5peZCQJrCiCUzxYUYTdbIYoinC5XKiurkZXVxfq6urw2Wef4aOPPsK6deuwZs0atLW1wWg0IisrC3a7HeYUmqhvvvkG06ZNS++Y9gE333IL3v/0U/y6adNvto5EOHXOHHRl6gUXC+r6niZqmpshShKZJz+fEIlAgKTlcnPjyZeSADkcJMqmvOnIyyNWJIm2SxTDvRbDES4lAgHyGDyYXONlZcl/O4FA8igXQOZrakrslZeC9PA8j9mzZ2PYsGEwKQoQJv78M/DJJ4R0Ab072sdg1ODBmD16NF5+8cWM5lOhQsXvH/1OwwUgXo/EMERbQi0hgMxTNOn4BMkyIUhud5jIzRo5EpueegpBQcAzn36Ka//5T1y2bBnK8/MxbsAALDnjDGTZ7cD48STNqNORwZAOfvv2EVKmBM/HDVKiKKbsIVhbW4snn3gCb7z5Ju676y5c9ac/ZbDzgNViQV5uLrq7u8EwDJyh41daWor6+nrs27sX69avx9VXX43DDz8cDMOA53nwPA9BEOBLkGKrr6/HTVdfndF2ZIK//OUvsFmtWLB4MRxWK668+GIY9HpoNBpotVpikIpQuyaGARMiGIFAAFqtNiw2pxFBIKSHCz1LkgRBkiCKInktCAiKInrcbgSCQdz3979Hem3KMmRJQlAU4fX5YLdYcE+Kc/DGZ5/h7U8/xeyxY3HjokUJp7GfcgqsZjNMej12VVdj7ujR5LpTkghl8YfRSNJ4LhfRRtnthGx1dcVX5MZW6lHi3NAQlQaXZBl8ohschon8xnr7rfWmC8zJSduWQgmtVosxY8Zg0KBB2Lx5MxobG1Fz3HEYtWoV8MUXwAknZERqKSx6PYJ96VGpQoWK3zX6J+GKHQBoJV66AtxYKEv0k0GWSXuTJH/EGp7H9aecgutPOQUtXV1YtW0bPt+6FUOuuw6r3ngDYxobIXo8EB0OaGUZIsOgISsLfobB4DTE6qnI1sqVK3HqqafitFNOwfaNG1GUrEdeLxhdUYH2jg50dHQAAPQ6HYZ5PDixpQVVQ4Zgr92esKG0VquNE9D/8MMP4Khze29O/32FKOLiY4/FRTNn4qybbsLX33+PgCBAEAQIogiRniuGgayIwGzctAmlOTnItlrDhQJx/TdBiBobapLMsmy4MlDD85hSUYHtmzeDEQQyD0i1IM9xMHAcntq4MSHh6ujqwoKrr8buAwdw/YIFePTdd5MSLkmWsfyuu6DX62G32VDmcqX2slIWkpSUkGenM7EmUKuNJiP0+o5BnNFsKlCtF03h+/3kRoa2I6JRPXqd0H3R6dKPRCeAyWTCjBkzUFVVRZraX3opcPPN5OYoVWENx5GbGzpNKLX547ZtuOS66/q8PSpUqPh9ol8SLl6rRZBhoFGmHIxG8iefgpgkRE5O7zoPWSZak3Tueo1G5OXk4PSjj8bpeXm48sorMfe883D7RRdhwuTJ6GBZ6DQa9AgC5I4OoKMDttJS5CZJuwiCAJfLBY7jEpIdAJg0aRKGDRuGtevWYfOWLX0mXGaTCfNHjED9zp0IMgwGtLVB294OmM0YzDBYdvTRxNcoBrQK0e12w+v1or6+HhdeeCE+f/NNMsGhcryXJKIXEoSIBsrtBgPgX7ffHmmDlJOTUt80eswYvHjhhZihaMac8XbU1KSc5INt2+I+W7NlC6affz5Gl5aic9kysCyL57/9NukyjHo9plRURD4oLCT7T41YE6GwMNKrESCkJpEFipKEZWWRyFYCyLIMTW/muV4vaQeUm0usTWJBKxJpn8thw4jIvquLpCQFgZwvr7f3a0WSSIQvGCTLVOxHlDfeH/9IClhoIYpS1G8wkM99PrIuvT6cgv153ToEWBbTp09Pvc8qVKjod+iXhMvucKDbZEKORkOEt/TOmhpL+nzppRJyc9MjW83Nvac8zGbgsMOIx5YCf/vb37Bo0SLMnz8fr732GgDSakaJ3bt3RxEuQRDg9/vhdrvhdrvDkSOdTpeQmDkcDvz666/47NNPcd2NN+K8iy/GWWecgScfe6z3ffP5Ii7gADQ9PSinhpPBYMT13OEgA90nnwATJhD9TszAaDQa0d7ejqOPPhoP3HorZkyeHCbBTq8XjY2N0Ol0sNlsiRsOp0IgQCpNU1XV0TZIPh8wdGjyyUAiVX2C2UzsPnpD6NhIkoSKU0/FvhBBu2bBAjx5zjl9W7fXS87Txo3kOhs4MJpIWK3khiOdSC/df6s1MUkKQZJl8FptJA0eS4ZEEdi6lbxOlJa3Wsl20jSoLBM/OqORkGNqSmqxkPlNJvKbttnItJs2kXPPMGRdygKDHTvIfGZzJJJmsZD/gKysiM9WMEjWR53/lWSVHr9Qde8dy5Zh+aef9rnzggoVKn6/6JeEy5GVhc7WVuSUlhLBLi2tpwQCIH/YQPIB2mAgUQpZJtPa7YRYxdw1A0id7uA4csdOxe0J8MILLyR1WdfpdBg/fjwkSYLH40FPT09CPRRAfK9S4YQTT8QJJ56IpqYmzD7iCEycMAHnnH129EReb4SQ0gjhxo0Rvyjl8crOJtNotSRaQKNKW7YQwhUDhmFw5RVX4IR58/Cn888Pf17f2IhupzNsXREIBGAymaBJYn+REJWVCR3CE8LjIQNpMnuNZLqkdNDdnV6kU5bR2d2NrLlzMbK0FF/89a+YOXQorAeTXtXpiHEuxxGCsXkzIfn0enE44o9RMuLQ3k5uOHrxppNkGRy9XnJz45dfXR1+WRsIQKPVooD+XhiGVNfGCtc5Ln5ZTifZj5BHmEx7Tyo9wxLB6YzWkOl0hFzR9kp0O9Lw7Hv7yy9x+llnZX4zoEKFin6Bfkm47HY7uuifbLJIFr1zNRoJYaDVV5JEXq9bF5m2ro78KdPWQIMHRyJfHg+56w4EEkcOJk3qtY/c6tWrcc011yT8jmEYNDc3Q6/X90qo0iUoBQUFAMNg1MiRkQ+DQfLo6Iiv/po4kQy8oco0AGSahgZgwwYSoaCaIIDss2Ig9/l8uPGGG/Drr79i//79qFJWagIICkKUvisQCGDfvn3Izc2FzWbrfb+CwfTJFhBJ+RUVJUwtypIEri+Ey2wmRrZpwOnxIGvuXEwYOBAb7r8/+abKMubdfDPuOftszBozJvVC/X5g5EgS2amvJzYia9eSatbCwsTHSBBIVaPy3JpMZFlpGAHLQKRKsb2dHE+rNdLwOuRZVZOTgzn//CcmDxuGd3JyyHpHjkxsCzFgQHi+KCiidYIk9S3KRHVsLBv53aaJ/Q0NmD9nTubrVKFCRb9A/yRcDgc6KeHSaJKbSlLE/unGNrOlnlTU1FGpBaMtQ/R6Ev1SthgJBlNqxjweD8rKyuB0OiGKInQ6HQRBgMlkgl6vh8FggNVqBcMwvZItAMTQNA3s378ffr8fh02YEHHWbm1NLrYWRZKC6+iItJ/59VfyHiCDo9lMook9PVHka//+/Th81ixMPewwXHvRRTj+qKOgj0ktJdIASZKE5uZmtLa2wmKxhFON2ti2SK+/TnRjisFXRqRdTUIYDGRbkxC5oChi84EDcJjNKMvNjQzsJhNZTzLLh1Spuuxs8n0wCLS3Y+HUqTh80CBccfTRqbYUn951F8564AH84aGHMKq8HKIsg2UYGLRaeBNdEwMHAuXlkNauBVNTA2bAAGK0e8IJiSOsDEOOg0ZDoj88Dxw4kLYFiizL4JWdENxu8mAY8lvhOGDQIJT5/Xjtggsw2esl0WKnk/xmzObo6JLVGu1UnwT+YDB9sX4slNYrGWD2hAn4/ttvVf2WChUqEqJfEi5Hdja6amvJn6rLRQYSjYYMAsnuaOkAQQXwSuTlkWXQASRRyoimLWPR00MiCAmg0+kwduxY/PLLLxBFEePHj8+4fY4SxlA6SpZlvPPOO/jqq69QUFCAe++9N9zWZ9OmTTjhuONw9803k4gETbX2Bkkika61a4kAWhRJDzqXi+hiDAaiocrPB7q6IDscuPHGG/HKyy/jifvuw3lnnJF00UIKUipJErpDacyuri6UlJTAQKNS27ejp7ERTeXl+LW+HqIowhcIoLWrC9k2GwYWFeHoqVMjBpvBYESzk0Kbt3jRIjz22We46G9/w6gBA7D5n/8k57G5GaiqImkwvT6aYGk0iX2rAHLN7N4dIRIzZ+JfSu+1FJg6dCg+u+oqfLt7N/hQNaQky+hwu/FNElIkcxyeMxpxfE4Oyg8cAJOdTc5PMtJOo7PJtj8FJFkO22tEb0SIyI8YQYh5Tw9mNTWR85CTExHvx4LqA3uBTxDio5BaLTkvHk/qtK4kRXzKMsDrn3+OYYegwboKFSp+n+iXhMuelYX6jRsjeiP6x5ootccwJK2odLMeNIjM09VFCERBQd83JkU1HMdxePrppzFhwgRs3boVZ5555kGJcY1GI3766Secf955sJtMOPbww7FtwwaUDxiAv950E5qbm/HSsmV4/ZprcMIxx/ROtkSRHAdqqNnaSiISymov6qhOI4rNzdi1dCnOeu896KxWVP3yC6xUWJ8AsizDnabHUiAQwP79+2GxWFBcXIytGg0+YVmIq1fHTVs6aBDmzZsXr1GikccUx/mBJUvwwJIlqKqqwsCKCkitrSSaUlVFJti2jZDMiooI6RIEcmxiPaccDrIuZXqO49KvlvX5MKKwECNiKkuburrw/E8/xU/PsmD0elw6bRpq29pQlZ2NlqYmTOJ5cMkIVzBIzmkfDGJlWY52mleCEsy8PFJIQI1YrVbiOTdyZERLmZ8fKcSwWBKnFJWbbLdHu72bzeQa7eggy7HZyLKSXVutrYn/DziOnK8YwtbU0YGGnh48c/31KbdLhQoV/Rf9knA5HA5sT6TdogMDx0WIAi0zj21pUl4eSQ/2FSzbK1m74YYbIAgC3n77bUybNg3Dhg1DhbLUP0188sknuO+ee2C3WvHUzTfjZEWqavWGDbj72WdhNZux6a23MECWCXnQ6Ui1lt0esRKg0QFBSKznSuEcL0kSjn/1VWxsaMAf5s/H0uuuA+t2ExLCsmSw5fmoZUpIv0cjQDyVSkpK0N3djZqaGhx//PHYtWsX9oQIjdFoxNFHHokJ48YlTitSp/40UF5eDpvFgnd/+glnzpoVHdWyWMjxouRJlskArkxHc1yEaNBriWVJpMxsJtcdHeCTIVHqS5ahycuLPm5aLVlPqNpRC2AwSHq1aOhQcM3NhOhYLJHtoNc+3f4+QE7kNK+EVgusX0+uAUEgEa5x48j6tm8H5s4lx629PZKiNpsJAUsUpTKbAVmGtHMn6lpbyQ2NzxedhhRFSO3teK+zE5IsY6JWi2EdHeQaNxjIb99sjsgBBCGS/m9oiBwXniePYBBtlZUYMnBgOIqsQoUKFbHol4TLbrejM5EY1+Uig47HEyFZyQY7OgAdTPm3wZAydfXJJ5/gP//5T/j9tddeC5PJhC1btmS0mtraWtx9111Y++67qBg0KO77GYcdhq9eeYW8aWmJDGx+PyEIXV3kdTopliR+TP5gENOeew4lZWVoePnliL5GGVWprSUDPk3dAmn3vdTyPIwGAwpLSsCyLBwOBxYuXAgAGDNmDF5//XXU1NTAYbfjsAReYH3BWX/8I7qdTiyeOZNcB4MHk7Rbezs5Dg0NwJAhkZZLXV3kfFOiQF9brSTlyPPkGOzaFdFIzZqVmOwwDJkv0fWTkwN+z56w+z1MJhIxSpBiZFgWOhpN6+lJXlxgMhFSFCqoiNKp8TxZNjUhpTYQbjdJKaYiXFSgPn48qZoMBiPbOXYs0YvFag+TRf8MBkLYOjuRpdejMDs7qYv9To5DS0cHTrRYUN7cTNZBz0t9PTm2Llfq3z8tJAHw5ZYtOPLYY5PvpwoVKvo9+iXhcjgc6EoU4fJ6yWPgwN7v6C2WzNv/xIK2+EnSEHnRokUwm83w+/1oampCcXExLrzwwrQWvXPnTgwePBharRannXoqnrnjjoRkKwqynHgwo4aTWVlkMEwmWtZqE/aek2UZk559FoeNHYtX77kn9TbQMn2zGfD54I/xJYsFx7LIFQTY6urAz52bMOKj1Wpx2GGHoaamBo1NTQelg1Pi5r/+Ff96770IeZRlIn6nkb/cXHKd0OgIxxFS5vORwfz776N1XqNH924ZQe0KGhrIeVAK+1mWRGcaG8GzLIlw8TzRhyVDbi4hiL0dD5+PkPGWFrLOceMirvB6PbB8OfnddHYS0mUwAKIIWRDAGQxkGtrNgV5jJhOJYlks5Bqj2jcaWUoUQbXbCSGn1gvK7W5oCBNBHc+TTgG7dxMSqdOhauhQ7ATgDQbR2NaGMfn5KG9pIVG/oUOjr+uenrRvpnyBAL7Yvh1fvvBCWtOrUKGif6JfEi673Y7OVM2DlVGIZMjEAyoVfL6khCsQE1EaNmxYWoabu3fvxkkLF2LiYYfhX++8A7PJhHHppCHd7uS+Y7JMBiFZJnq2RPquBMfs17o6/Pnjj5Gbn9872VIidH6cKQY9m0aDgpoa8NTxO0Vl2fjx49HV1QWX03nQrvWyLOOLL77ACaeeiltPPz36S54HRo0ipLG6muj9lBGaQIAQjdZWkpa2WEhEpaUlPgJFU5QaDTm2OTnEw4xON3JkxAVelsmyamsBECIq09SwEixLluf3k2hVOmTLbAa+/jryPhgEqHXHiBHE4yw/n0TRVq0CjjgibIYqB4Pgvv+erKOnh1zrM2YQ8h4Lpamo1RrRWNntkQpQi4UQtr17U24yy7Jo6e4mEbIQGJMJeyUJBp0OE4NBTNi4MWILYzBEE64008oA8MOOHSgfNixceKJChQoVidAv/yEMBgO8ydJjZWXpGVNKEolmeL19anBLIfj9KU+CJEk444wzMGfOHFRVVeHdd99NuTy/348777gDo4YNQ3t7O6qqquB0uaBLQuqikI57Oq3kzM6ONDmObCxJoe3bB4DYJxz997/j0lNPxQNXXtn7smMQ0GrREWOloNNoYA8GYWtqgkYpeO5l/xiGwdy5cyEEAqktIdJAYVkZmlta8PHNN2Ph1KnxE0gSIQijRkWOqV5PiI7XS76nEa/6+oiViNdLTHBpKru9nUSAAGKlUVsbIUcmUyT1CxBSpNCH8SxL+j9qNOQ7ep1KEllXXl7qnaSVuwCZL1HkkxIxnicE0mAAZs8mZKi8HDAaIbe0gNuxg2z3pEnk+qAmuIkKRsxmQugdjoirPHXmZxhgypSIYJ7nifhdECJ2JCHIsoz8mOhodlsbjhQEDH37beimTSPXMEVs2pKK9dPA3DFjcNv776c9vQoVKvon+iXhYhJFQ/R6oLg4bX+hsNEpTZ8IQiQCpPQdoq9pekf5uSxj+9atqOzqglarhcPhwLhx42BWCM+rq6uxfPlyLF++HM8//3yvqbA/nn02hpeU4OUlSzDjD3/ABeedh6vOPrv3dCI9BhUVZF+qq1MTz64uEnmI9ZaSZZIa2rYNl3zwAWZPnIiHrr6693UngFevD2+DUaNBXkcHjG1tB0WYeK2WDK4HUeyQm5WFt668EkeOHZt6Qlkmxyknh5CBvXuBFStIOs7nixRMUMJiNocjVHGgtiUU+fnRpqBeL4kKhTRYHMtCBqIbUivR0pK6YKOtjUTTksFuJ671VFRfVkamHzEi0gYnVAgQ3upffyXbLUmJLSZycyORJqeTbGOsmW53d4QoiSKwciXZ96OPjpBahkEwEAAb81sx9/RgdFsbIa9KsgXER/kyaN3EcxwMOh18Pl+ch5wKFSpUUPRLwgUg+g/WZCJ3/OmSrVhQ93mLhbjO08gDz5M/dlqpliBdpzGZEAz1YXO73WhqasKmTZvw9NNPQ6fTIT8/H2VlZZg/fz7mz5+fdBOOPfZYtLe3w2a14uLrroNer8eGDz/MbD/oMdFoiNaouTm1yaTPF59+lWWs2bgR1776Kqqam3Hg448z2wYFJJaFQaNBXlcXzLHeZ3ETS+k3ueb5SNeAPoBj2bjBPCWoro2ah4bc3b/QaDCtpQVZdNs9nuSWELHbSokuw5AoWUEBuY5DkRkmVc9IIHHfQoAcG62WkL+uruj10miZy0Wib9nZZJqioohvll5PxO5795KoE8+DmTOHEE1qIZKbS34nLhchow4HSTF6vZHrzeMh05jNkWnoMaqsJNuYlxcxG1a28nG5ENRq0eJ0oiBUDMJzHHiGAc+y0HAcNLt2QcOy0HIcdCwL3VdfQc8w0PE8DDwPg9kMg90Og1YLvUYDnUYDnufBMgwYhoEkSRAlCZIkQZJleBIV4ahQoUKFAv2XcCkjXHRQYVnyBx4IpJdWjAXHkTt9mg4SBEJasrKSEoHYOAvLshg9ejQA4KyzzoIgCDjzzDNRVFSUctUjR47ERx99BAA48txzw8uyWSxh88m/33dflB1ESlCjV6czeVWYRhNVreb2ejHzjjvQ7nLhtgsuwGWnnnpQ4nSbywV7fX16ES3adig2cpEI1G6hj7YeLMtC7AtZs9uJvumHHwCGwWyXC9q8PLLdBgPZpqwscs3EbldsyrSnh0SSRBH44ANg6tRIE+mRI0m7nlQIidqRlRUpUvD7yWvafzCRxYcoknl//ZVso8lEolZOJ7nh2L+fpBNp8++PPybbddRR5L0kERuIsjKy3zU1hESdeGL0b06nA6ZNI8vLy4vWohkMZJ179hCil5dHllFTQ45JRQXYffuQZzaj4YwzIEoS3MEg3MEgXLm5cNfUwCOK8AgCXMEg3DodXBoNvJ2dcNvt8Hg88AQC8LW3o0MQEJAkBEQRkkYDKXTdMAwDprERrCzDJwhwcpwa3VKhQkVK9F/CxTCRajWvlwzYtHcaw8Q7hWew3HDlF0VHByEnNltc25dYU8hAIICioiIUFxdjz549ePbZZ1OuThAEvPvuu7j55ptRW1uL2tpaXHnllSgrK8OkSZNw5JFHAgC+eestzD/nHJy1cCFee+SR9PaFpoViIcuEPCj2cdX27Th96VJcdNJJeLAPeq2Eq0/T8DSMNFsXAYj4KGUyT3hWpm+Ey2CIRLGam2GqqyPp164uQlZ+/hm46CKyTR4P0TvxPGkOHguOA15+GQAgjB4Nv1YLo9UKZts2QlxSWV9oNOTcKa/v3iKIsZg1i5C+mhpyTdMob1YWuc45jmw7yxJyVVVFonAFBSRt3dBANG7d3SSSpdNFEy6Ph8wbCBDCZjQSAtjeHhHoA0AwiBNfeAHrGhvBarWQQ6lAWZbDInaOZWHV6dA2ahR2+HzQZGfjOJq6NRjIjUVXF6myHDEisSZz+PA4PzIZwMePP44XGxux7OmnMzt+KlSo6Hfot4TLZDbD7fPBbDCQP12zORLJoWaHRmPfBPGJBuMkuiFNjJbsnXfewbfffouuri7885//7HVVDz30EL7++ms8/fTTkGUZsizj8ccfj+4pCODI009Hi9mMQWefjcvuuAMv3Htv79En2vMxFg5HlP1DZWMjjl+yBK/efTfmTpyILqcTbKjNDBtKvymfmVBaplco+x+G9k2WZcjK96HXsFggm0yQ3O7wd5IkRb2my6GfU9sCautAt0v50Ol0cWaWTIispwWeJyLv1asjx2z0aEIYRo8m6UBRJAP+xRcTQkF9rGjEZOpUQj7a2sg5cTgISQmJ4l0WC141mTB31CiMHTSIEBy3O3LuYo17qT1DX8DzhBw1NBByVVNDmknX1JD1NjRERO4UAwaQtk8//hhdXUhJz5gx+PfGjbj044/hFwQIkgSe4yAKAmx6PY4rK8OCgQMx5/DDYS4pIcdMsT9bWluxWadDgU4HvPIK0YdJErbl5eHDn34CxzAQGQYrq6rAchxsGg2OAwj5i7U58XrJDRON8rEsSZEmqGp2+3w45dtv0dDQgMIYp38VKlSoiEW/JVyOnBx0FRTATP90E6XNaAl/pvqMZGQigW1BluKz7777Dh9++CHMZjNOPvlk2KnXUAIsX74cN910EziOQ2VlJQYMGIDu7m7YUlRXZVksaHr3XRx9660omz0bt1x6KU495hgU5OYm3w+NBoLXi/3Nzfj8l19w/csvI8tqjeqP5/P7odVqcd2TT4aJiPJZJi+in2OhSO+19fSABZBFW/4oTGYZIIpIhI90KE3IhCrrKKFTErtkr5XbS9cnA+ju7obT5YIcIzpnGKZ3Q1aLJSLiFkWSrtPrSaqtqYlEU/bvj56HpsqUTu90fyWJRK06Osi+Dh9OiE9HB+w7duCa2bNJoQMtCqC2Br/+StzalYamRmNaDaDjoNUSskPJWk8PiXRRTVUS01sA5Dc0axawYQOZf+BAQmw4Dlt37cKJr72GNSefjEn0WhwyBNizBz82NuKFfftw95o1qFm5EkaNBuNycsACGJedjfNGjIAoSTBwHEktnngicPzxgNEIc3s71hUUYLfbDUmSYLfbUVlZiSOOOALtJhOye3oIgczJiZDhqqrotPTw4UmbkfOh325WIosLFSpUqIhBvyVcdocDnR0dKOmtPN7vT8+XSwmjkWhLlG1cgEhTXIXBqL2rC2atFq5AAEcccQQmTZqE7du346OPPsKkSZPw0UcfoVzZmzCE7u5uOBwODB06FAMGDACAlGSLmkjqdTr8sHQpvly/Ho+89x7ueuYZsjynE1azGYPKynDhqafisj/8AQzL4s0NG3DVgw/CZjJhaHExPrrrLpx07LF9LzBIhNbWyHFO5Y8GEAJz4EDi9Z91VuL+d33EmeefDykBeaai6YSgTcxpaloQCLG4+GJCoug1UFMDfPttJKU5cmTkdWxESgmWjdwcDBxIHgsXktTcyJGRmwetNkL8aasgUezbDQSFLMdHxkQxvd8HNRUuK4t81tWFA+3tuPhf/8LMkpII2QLCv51ZhYWYpYgebe3owIrmZkgtLVhbXY25O3bAFQjAOGIEqdKcODFsV1IO4NTubizLzUVQELBnzx7k5eVh74YNsCtTh8peniwbLQfo7CTHLAH0Wi1ev+EGvLRsGa78859T778KFSr6Pfot4XJkZaEzWRuTWHBc5iL62L55QMRkkjqSazRggkHkCALmmc2QAXRwHIbl5+OY+fOxr7ISCxYswK6YFM2PP/6IZ555Bk6nM+67pIhxgD9m8mQcM3ly+H3BokXY8be/4dstW3DfG2/gtieegCCKKMrOxlf33ovJw4ZFZg4GycDUV0E8y5JltLRERxYtlt4Jl9mcnOz14kqfKc4580xcdeONcZ8z1FRUCY0mkppO1vxaliNCdIMBKC0l5FGWiUFqKs2azUaIaey+5+VFu6JzXLylwY4dRHM3YgQhgr1VMCaCRhMfkQMImSsuJtG1PuBPH34IyefDNyedFP1FIECOUcwxGZOVhTGlpcDOneQDhwN4/31yfRuNZB56jAwGfMVx6HE6YbPZUF5eDovFgqlZWeBoyhAI919EbS05zt99RyJltAuEThfdckiBP8yahXlLluCKq68+JN0LVKhQ8ftF/yVcDge60iVclFykq9uRZUIc6J8/jSyIIhm4fL5ILzanE1NCZqKMLKN4wAAUz5gBP4Brrr0WixYtCi82EAhg9erVuPzyyyGKIk444QS8+uqrqbfF7SZpoAQtd6LAMMiyWnHarFk4bdas0G4kaIFjsZDIAM8nNq7s7bhwHEk9JSKw6RzfZBWTHJeRO3g62FtZiaoERIJhmEifQgqaVkpGzGmj4+5u8vzZZ6Syb/p0onHqLerk9ycmmulek11dkUIQnS6xN1cqpOqs4HYnJEe9wRcI4Mvdu7H+lFPAxabbg0FyXBRO8QDIcd68OfI+ECCFBqJIUps0Uhqa1h4MwihJ2L9tGwZkZcHY04MZtOLXaCRE9D//IedtxAhS+QiQ30tNTcSLbNQosj0xkAHwPK+SLRUqVPSKfku47FlZ6Ez3rjwYjAxWvQ1wkkTulGOjCDRyQwcl6nSv04Exm0nllslE7rZZFu+89hoaGhrw4osvorm5Geeeey7a2trQ09ODgQMHwmQyYcSIEan1I11dwKZNaaX/Eg0XUYMIz5NtplEOhyPSHy9dyDIZxA4GyQwpE6RdDxY7Qz0I/3rLLWhrbcXtt96KNevWYdO2bQgeeWQkdUjJdCLQljs9PRGSIwjAeeeR79raCGFJReiNxmhXeeXnKcTv/mAQj2zYQDyjZBliayukYBD52dmorK5GwO9HQBQRFEUEJQlBSYJAp5UkSAAk+lqWIQYCYd8pKVR8INLiBY6DLAhhnR5AyEiby4WJzz4LBqFrjGHAAuhwubAvdBNw6U8/ha8/RqnL43mIwSBZDwARgCDLEIJBCJKEQOi6DkoSav/4RxhXrybHZPp08jvTaHClLEOUZbiysyF4PLAXFCDo9UbMipUNqmkVIk0FK383+fkJj/Fjn32Gcy+9NOk5UKFChQqKfku4HA4H6rdtS3+GYDBS1p8MskzSZJmkbPx+8udeUBBFXs444wycd955+MMf/oCWlhYce+yx+OSTTyCKIphQtV9K1NeTNM+h0FpZLIS8hQZ9mWGItkW5zaKY3C+LYSJRLZMp8THU6SKVYamQbH8qK8nyD2E/u+efeAIv/vOf+OWHH/DL9u34x+uvk03VaiHYbCTyqdOlJltGY+Lrgeq1srIIcWttTR4hSta2iLbsSYKgJGFtIAAWxDuMrarCvuZm/FJVhePGjkV5djb0PA8rz0PDcdBxHHieh4bnwUkSuJBRKM+y4EIPnuPI5xxH3rMsuKwscAAgSWHCRJ+9wSCMGg1EBUmTOA5Ojwfe6mqU2+0RAhfzkAHoOQ5anoeO46DLzoaBYWDatw9WjQY2rRYcy6Js+XL4v/8exrPPJhGxvXvJzUBBAaDTgaupgS0vj1wbRiO4X34hPmU1NYTAH3YYIV48H+k4ERstbWkhVaV+PzmnoUKGbIcDP//wA849//yk50GFChUqgH5MuOx2e/oaLopUVYuCEPEkyhQ6HdatX48TTzwRGo0GV1xxBQ4//HCwLIudO3fCqhD19tq82u0m5KapqU8eU3EwGqO0OzLPYwXDoMPnQ+f69eHPz5w6FTmJ0ml+PyF/FB5P4pQWbRHTG7q7IwJwjotU5ElSdNuXg0FoMGXdbmxfvhwjBw4EELGimHXxxdDR85AqwqfT9X49SBIZ5FOl45Kdc6025XxmvR7vX3ZZ1GcBQcDPlZU4fOjQ5KTdYkkcUUsEliU6snRSlLQbQ2cnuQ4mTyaRP6VIPRG0WiJs37ePkNMYrZ5Mo2KBALk2iorI9NQ6IzubFC7s2EHOR1lZ5JoWRRKttdkiKW9BIL+h4mKyvv37ybZ3dZHzrTjml8yahbkPPAC32w1TEnG9ChUqVAD9mHBlpOFSwu+PVJtRuN299x5ExANKVKRlRFHErS+/jNd+/BGnL16Mbdu24c4770Rubi5KSkrS93uSZbINVIR9KGC1RtzLQwiYzaisq4ub9L1163DRtGnQUqGxz0eOS2zUKhAgg5vPF01WvF4ykDqdvW9XcTHw2mvkXIwfHzHtPPvsDHcwCfx+MlgDYbIFRHy60kYgkLxVTzpgGEIGYosvKHqLciaAlucxu6Ii8ZcmU1hXiOzs3okQQK61VGTLZCLn2uUi0yp/cz5fxLk+EXFkWXIN+nwkalVaGt/fkaaSGYZYThx+OCFzej155OWRc0ktVnQ6kh4sLCQRrbY2svzOzkh/VIBEHvPzCcmiPSeTaN+unDcP55xwAvQOB1556y3VcV6FChUJ0W8JVzoRrtOvvBJf//QTdErBsIJoBQQBnU4n8h2OyPe9kB2lPxRNvQzPz8eT996LtmAQQ0ORh7q6OtTW1mLXrl2YOnVq7zvU0JC4iqyv4PmEjZS1Hg8KzGY0xURuCu12iIJASBaNBCQ7vq2tZCBUekExDBmcExGuvLyILxXLknVotUTIrGyC3FdiQ6suATKg0sq0JEQibRIM9BqFSgizmRz/jo7U3laH0ppDpwOWLwcWL45UMtKWVKmIV28pXJ0uugF1LPR6YPt2Ym8BkHXLcsQbi4rmNRpyLPLzIwUIJlP4BoMBCLmVJEKg6HGrqiL+X/X1pFUQdbanOOwwQvhycyPN5+kNFb0+RZGQuCTX16KpU7Fo6lR8tWkTzjvjDLxzEP1DVahQ8ftFvyVcNpsN3b1EU6rq6/HWZZfh2PHjyQeyDKxcGZng5JOjU0YaDRlgq6oyjjK9rdcDwSBYlsUpp5wCr9eLpUuXpke2enqiHbwPBbTaiLBfASYQwGk8j20lJVjf3IxRxcUYZ7VC73ZHNF5WK+TcXDB794JJZrCZbqQoNzcuhStzHOqmTIFlzx5sycnBxJwcmGw24mSeosF3HGipf2cnIXp0wE7j3KUd59JoeidcghARzdtskT6cACEedjshqd3dpKm4IBBSlkrzZjJlVtBAz/W77wKLFpFj7nQSwpSqApH2MVSCZck2u929F0l0dpL92rQJGDYsomfbty96Olq1GCpkiALDEDd+gNwkTJlCKhlzc4mBamNjJGUdez3u20cMZXmeEMzOzsRN0EePTu3Or9Nh/qmnYsWOHfjm669xJO0dqUKFChUh9FvCxXEcflyzBgWTJydNE3l9PhRmZ5NUV0MDsGZN6oUGg2TgyspKLx2j3B7FNgQCATz11FO4MYEHVEJUVh7aaAdAlpekco7R6TBGr8fooUPB+P1xhEiqqAAcDjD19Zk5mieKhCRavyhi5+DBqLfbIYgiyu12mGprCWH64YeIeJ5hyMDv85Hzkp9PCAtASEJLC5mWriPdCNmhtgAIBIiuqLqaLDs7mxAmSSJRNrebaOlyc8l72mhakki6i0ZkKFGg2rZYWCyE0FHyQfsfAiTKNHQoWa8yNU4d8pXr0GrJe58vsV2EzZZ+NaqS1NfUkHUHg5Hzp9OR3xNtNp4AMkCuNbotO3cSgkT3I9X5Gjw4OjJcUZH4t9vZmdoGxe8HNBrc9Ze/4KI778SGdevwl1tuUe0iVKhQEUa/JVwAMHPcOHycqqSb5yN320rvH4rVq4FJk6IHDY7LOIUkMwyCIcLU2tqKl156CRdddBFuv/323memKbyDRNxQ5vMRM06q4bLbiZ5GEMLl80yClJvM8xHn7kyMSKlhJx3IqQ7G6SQDKSWAIczkebQZDCjs6YGWivI7O8kjFnl5hFyNG0eiJKJIUpF9TUEma0+UCOn2LGRZsm2BAJkn0TXk8ZDz4PdH0m6xhpzJ+l+WlJBjmUjET13vAWDmzEiKTZJI9HTjRnJOS0rIZ9u3k2k1GvKgvlY+X8RrLNk+0gIAjiPT1dSQ8zByJHnt8UTrBhkGOPpoMk0KnzWllQTGjYvovxgmknZOdC5i0941NUQrpiwaGDYsXrcZi5wcQJJgM5vx3tKluH/ZMrz4/PO47Iorks+jQoWKfoV+Tbh6FR3TiEFHB/kTpwgGSTSmoyO6gqywkJAfmu6hmpBeIIwZg4VDhkDL81h86aWYNm0aHn300fT2oavr0InkY9HTQ1IyVOPUSyNv2WiENG5c+JhIFRVg6+vBpFO5KQhkvra2aN0Sy5JBtLCQkIBQz0VTVxdM+/aRbZSkSMsY5bEwmUgEg0aBgD6lexMh7ciFwZAwNQuAXCduN9me7u7etysrK0LEGCb9KtSsrIjXVyy8XqJpOvxw8p6SJ3rOTCZiodDZCWzdGt3mJhgkKT5lmm/u3GjSq9cT4u12x5NhvZ4QnLo6kgrOzSXET68n5FOrJQ9KdOx2chNASb9WS35nyv2aOTPaV0tJ0hKR8dhz4/US89Ps7Mj5GT48eZRMlkmz7ry88PlgGAa3XnIJTrj2WpVwqVChIoz+Tbh6GzRNJoB6dSnveFmWEC5qsKiELEcq8Wifxq4uQiZaW6OjKgUFwOjR0Dgc0IS25dXHHsOY+fNRWlqK0aNH4/PPP0/tueX3RxztqbCc58l6MhVrK0EjVW53ZOBK0jNP1ukgDxwIuaQkmsQajZBmzQL73XdgYqMLsWSBpi9jReKSRI5ndTV56PXkuLe0kAF44EBynkpKyPbpdJEBMzc3YmB5qFOu6SLROaB+T+n4jh0kZL0eDDWtTQS9HpgxI/kCJCnSpWD0aHIt7NmTPDrY2kqOuUZDCEtzc/KIl98PnHMO0VjR3pPz5kWimdTDjBJRvz86SsVxgNUKCYB+8uTEPQ/p9ehwhJtlh68JakqrtC2haG8n66OGp8kqkBmGRMBirmeWZeFxu9Hc3Iz8JKapKlSo6F/IiHA9//zzeP7551FVVQUAGDVqFO68804ce+yxAIAPPvgAy5Ytw6+//or29nZs3LgR46ng/P8iQj3xEkYrrFZg7drE80kSuesPBiPi8kTpDppyo9qPYcMIyTpwgKQgysqiq7zMZtiys1FdU4PmlhZMmTIFG1etwsS5cyM2CrHr6e5OnFLsa5sbWiHndEanW0KGjzLDAHl5kHJzyaDqcpHBLFm1GvXMiq366+ggpEhZuJBOii+kD8OUKdEaJApJIlE5IPP+l4caOl084eL5CPnOBLTpeQZgWBZBjiNWHUkn6uWmQzkvvc7Ky8nvo7qaRD0pCSooINPTFG6qyCZtDdXdTYgVBY0qM0w8UYu9PkIR18aeHvBUmxYLOk9xcWKNYHY2uaYoCaPXql4f2ZZUZD3JOWEYBs/dcgvOP/tsfPzFF9AmM69VoUJFv0FGhKukpAQPPfQQhoQGtFdffRUnnXQSNm7ciFGjRsHtdmPmzJk4/fTTcckll/wmG3woYTSb4fb7YU7mm5NIt2EykcGmtJS8pyJiqzW1WeTo0eRuWpbJnXYsrNaw9okBcPUVVyDo8aDC6SQRhqYmUoGl1ZJBgmEIsUgW/fL7yfJEMX3iYbNFWp0oBi+Xw4FuiwV+hsHHH36I0qFDUVRURCooe+unyLJgfvqJkIyJE6OrH2lUi66rl5QlRo0iwm56TvrgQ3WokJKmUIuLWMJAIzZ9IYI2W8YRS57j4PL5kJWqD2Jv0OlIeq++PrLdfj8hjEYj2a5ffiHXNP1tJIoYKUHF/6mqhGPNXlMY/uZbrclTvPRaa29P7PNGq0KV8PnIg2WJOWsfU9Cjhg7FvEmT8M0332DBggV9WoYKFSp+P8iIcJ144olR75csWYLnn38ea9aswahRo3DOOecAQDgC9n8dNrsd3R5PYsLl8ZB0lcEQ3TMwGIwMFgYDucsHyGCj9OOKBSVbiUDvphURmy9XrsQHt9wCs0YDKBzdEQhEjDCbm1Pffff0EHKWKtLQ1kYGSFlOqPORZBmdXi+Yjg7oRRGlnZ1oeustcLm5YFiWDMI0OhB6zYRInmwwgKEpQlEE1q0j+zpzJjl+bW1k8KXExOGIiKiVsFpJqqk34fL/BcgyISmJ0mi0jVNf0If5woQrk+KFWFDCQgX9sd5sJhPR123cSPRf6VTnBgKpyRb1QaMEkxLGVJ5kyUBJfGMj+S1kZ0druVIVNZSXJ05TZoAJFRX4ee1alXCpUKGi7xouURTx3nvvwe12Y/r06X3eAL/fD78i1dTTF/f3PsJmt6PH60Vxoi+pKFcUE7fyAaIjLG43uQsvKop8Tuc1GFI3J6bC8FCbmqWPPAK32w2+tzY+fa2yA8iAV1UVITB026hxpNMJ7N8PdssWlCoG+0XjxhERsSgC77+fXBsEgBk8OM6pHj4f8cuaNIkMZsrzLYokVcswpDLU4yHVayNGRNs3/B+AkOzYWyyZ9dJMFyxLiPPGjYRoH3FERCOYbBaGQZfbjbJEEdVMEbI9CMNsJufkp5/I+5ISEvEym8l5SlY5a7WmvGYAEG2eMkqWlRXvy5UulISqvZ08RoyIiO0NhsS/77w8sk9pgrZ9oqa49PXMCRNw6zPP4LY771QtIlSo6OfImHBt3boV06dPh8/ng9lsxocffoiRI0f2eQMefPBB3HPPPX2e/2BgczjQzXGJyZDyPdWb0DYtXi8hY7Hz9PTEl5mPGEE0IqkiMx5P5E68qAhTZ8xAtt2OOWPH9n3ngEiKULlPgkBMUmNEvhwA28knY9yAAXCE0oQJ6U1LS1rERwbArFsXrioML4867P/wA2RJIoM4y5LPWTayzpD1ArNmTXzqMdn6lecx2TSxppbp7ItC5ydLEtZu3YrTtmzBCbNnIz87G7Is4/2vv8aUMWNQEiJByo4C4c2j3lcIpSRjWgUxilRuwvmpPYPHA2bzZiAvL/p7xQ0AA8Dp9eLil17CtBEjyPGkhIC+Vuxf+DUQTRpCAnYZgBwMAsEgZJaF7HQCohiZnmEgr19P3tvtke9il6vVQg4Gw+9lAJIkRZ5pX0TleYn1FVOeP4YBw/NY+NFHkc+V34csTJTfydu3k0ICgHjrxSwPDEOuyzQJEj1etPVT+BH67NjjjlPJlgoVKjInXBUVFdi0aRO6urrw/vvv47zzzsOqVav6TLpuueUWXH/99eH3PT09KKX6qN8YtqwsdG/dSnRByVp3GI0kEtRXuN3kzzvVwG4yRfrYMQw0Gg0MfRW9K0EHFbru+vrEKZ/iYtTfeSdqOzvx57Vr8eGXXx78un+nkGUZPp8P7e3t4DgOLMuCYRjc6fVCp9OB5/kowqKcL/b1b/391ffeC0EQoNPpovpA/l96TY8ffVaJiQoVKn6vyJhwabXasGh+0qRJWL9+PZ566iksW7asTxug0+mgOxTkog+w2e3oDgRIuoLnI6aYseJkvT59A8tYOBzxZIv2HAwGCRmjqYtQJdPDDz2EhtZWXPT003j5z3/u23rNZpLacrtJVCpR2sRmI/sWSt+UOhxwt7fD5/OpDXiTgGEYGAwGlGSQblKhQoUKFSoO2odLluUoDdb/Emw2G5poqkIQiN6IZYl9AxXWejxEFEyb6GaK1lZCakymCPlZt46IdzdtItG1UaOiZnn3vfdQU1ODeXPn4syHH8Yr11wDYywB4rgwQQubkrrdhCx2dvYusqbNoxV6I0mS4A0GoTmYqjYVKlSoUKFCRRwyIly33norjj32WJSWlsLpdOLtt9/Gd999hxUrVgAAOjo6UFNTg4ZQNdHukAN1QUEBCgoKDvGmHzxsNht2xxpwShKJeBUWRsS9bjfRYTU3Z9ZGx24nGqrPPov/jlZpNTTE6Yp4nsegQYPww08/YcqUKbjgySfxzl13EWIlCGRepYUCyxLylU7/OpYlfkkJKr6eWbsWp/7hD+B6E+urUKFChQoVKjJCRoSrubkZ55xzDhobG2Gz2TB27FisWLECRx99NADgk08+wQUXXBCe/swzzwQA3HXXXbj77rsP3VYfIthsNpJSjAW1OjCbI6Lzzk5iVkpd41k2YvJIRb0sSx7BIIkc7d2beMUsG9GFeb3Ak08C110XNcmoESPQ3NSE6RUVeOT00yNWEIlAKwuHDSPr9PtJajTWI4v2x0tAtmo6O/FtRwc+vOmm5OtRoUKFChUqVPQJGRGul19+OeX3559/Ps4///yD2Z7/KqxWa2LCBUQITl4eITPUy6i9nXxHBfaTJ0fMQpVIZcpJm/7SqjXqIh4IAH4/qnbswM7du+H7xz+gTebgngi0r+Krr5Ko3Lx5JF2Zk0O2L4W7+a3/+Q8eePFFVbSsQoUKFSpU/Abo170UbTYbunsTw7e0kOeeHkJYqDcXxfr1pEGyXk/MGmkLnrw8Mg/Hkc8pseM4kpr0ekmJv9NJHON37QICAdz27LN44d138dR552VGtgBC4h5/HBg/nlRXjhuXNH2oxGfbt0PKy8PIGC2ZChUqVKhQoeLQoF8TLqvVip50qg9lmaQAf/2VRLSU4DgSodJoSFSpoIBEwaqqyGe7dyd21ZZlogu77LJwdOvnzZvx0vvvo3rpUph7a5mTCCwLYfx4VGo0GJadDcZoJOumzXMT9JITJQmPr1+P+55+OvP1qVChQoUKFSrSQr8mXDzPQ0wnhebxELIFECuF7m4SxaKRLY8nYsxIW5/Y7cDWreS93R69PIuFpCU/+YRYUYQMTqsbG8GzLNbs24ejxozJaF9kjsPyNWuwyeHAsaWlqBAEsp6urogZa1FRxPOL5wG/H9+sXQtTURFmzp6d0fpUqFChQoUKFenj/1/33/8jYESRiOOpxYISskyI1r//TQTo48eTKFZRUSS1qKwWtFpJGxLt/2vv3sOaPO//gb/zJCQhQBJCBEGOIoKiiOdaPNTWY621XdfpnM5Ou7W2rrWb13ra9W3Xdu1s+2vX69d27TbX/uy+W+c8rN1abbXarh5q8YCCWhBFBDkLJEBOkNy/Pz48JEBAUBCEz+u6cqHJw5M7z6i8d9+f53OraeZr3772/a90OmDvXjpHaiqds9myBQvwxP334+dbtiD6scdwtqysCx9AAQQHo8LhwFy9Hr8ND8d0fxvyAlT4X1ZGY9DpgNBQ3Dp3Li6Xl6O4uLhL14sxxhhj3TfoAxeUSuDgQf9F7goFMGECNS8NDqagVFoKbNlCz4WE0CM42Lu33H//S9+3bRtw660UwsLCaHlRq6VarZQU6vl16VK7LX9+/sMf4syOHdi4fj3mvPIKhbfGRm/XeIWCzhkURGOuqgK2b0fE2bMwtt3s15+mJuD06Zb3VSqV+P2jj2La1Kk4lZPTE1eUMcYYY20M6iVFABS4AGpGmpBANVhaLc0GeTw0sxUfT7VQkyfTrNb8+RR8vv3Wex6Viu4GrKoC5K1xamvpnKWlVHAfHg5UV9NS5E03ATNmtBvO4ZMn8X/++lecyM2FQghq8xAWRkuZej21fCgupvfx7SAfGkqzV76fqaPthJxO4NQp2hhaqcSUMWPw+Rtv4KH778faxx7Dkrvu6rPu/4wxxthApBCis03+rj+r1Up3D1os0Ov1vf5+d95yCz6Kj2/fDiEpiQJUfT11hD9/3tuVffp077KhELR819gIxMbS60eOUAA6f57uTmxqogJ5h4OC17p1wKRJ7QLRzNWrUVJSgh+kpGDZmDFIDQ+nJqRjxlAAlJcvFQrg0CEKhElJ9Hd5uyCAiuSHDqX3btvY1VdgII2reUbMUl+PzTt34qMDB/B/330Xo65hU3LGGGODy/X+/X2jGfQzXFqdDg63G4FtWzCUlFCoKSqiwvbycgo+AAWlkhIKZHY7zSy53XBeuoR/TJgA1dixSAgIwKTx4xFQWUnHq1TA1q1U4zV8eKuw5XK58O62bcjMyUHt009D03YsbTvLV1d7lyIdDm/LCVljo/+9E9uy2ylMxscDZjMMwcH4+b334u6ZM/HwI49g7uLFePiRR7g3F2OMMXaNBn0NlyE0FBZ5lkin877Q0EBha+RImgmaMIFCU3ExLStWVwOffkq1W243EBkJZVISLtfVYeO+ffibw4H/B8CmUNC5JYlCktPZ6q7FwpISRM6Zg607duCj5cvbhy2gdX2ZUkl1YL7jDA72/l2joYL87rhwAcjJaZkNi46IwI6XXkL5qVOYN2dO987FGGOMsXY4cJlMsJw7BwwbRrVb8gyUWk3ByOGgOqraWgpcqak041RaSu0ciorgkCR8FB2NJgALAgMRHByMpqYm7MnOxr05Ofi7243tVivyFi2CSE5u9f5bv/kGkXo9vlq1CvOSkvwPUp7NEoL2S/Rdiqyuptk3eXPrkSNpzN3lcFAhf/O5JUnCM2vWwG2zIdO3Vo0xxhhj3TbolxQNJhMsVVXePRMBCjGxsRR0vvuOaqLkZb1hw7wBJzgYqKmBSghoDQZsCw5GgMWCUaNG4bvvvoMQAmazGZvz8+HxeKB0uzE1OBhzcnKQMXYs7G43/vrRR4j1naFqKzDQO8MVEAAUFrY/pr6eutVfvnx1YUtWV9dqxkylUmHTk0/iwaeewq7du3lpkTHGGLtKPMNlMsHidLZ/oarKe7efb6f48HCqeUpJAaqrcTYmBu70dEy125GXl4fPqquhVCqh0WhQXV0NADAajdBoNNDq9TjidmP7N9+gzOHA/uJi3HX33fiqsBBWuaVDW5GRNLsGeBuYDh1KITAyku5eBKgWy+mkmTn5OZWq/R6PV9Jmv8WEYcOQHhuLO+bNw8Gvv+7euRhjjDEGgGe4YDAaYe3oRYuF9iOU67A8Hlp2s1ioTspsRmZjI3705ZcIHzIESrUa9fX1mJKcjMC4OJjNZuTl5cFkMsFut8NoNCIsLAxhUVF4f98+AIBGo4HBYMDXhYVYlJLS+v3Vam/YAoD8fPpaXQ3k5XmfNxqpL1dtLYXEkhLvVkMKBRX3NzZ2fsei7PJluknAp25s48MPo6K6GjevWIGpU6diwaJF+NHKlZA626CbMcYYYy0G/W9Mg8EAi+9m1L5GjKC9ELOzgZMnqbA8Lg4YNYp6YO3Zg9MOB3TBwXAD8Hg8SNfr8XRlJVYpFNjQ2IifjRmD7OxshIWFQaFQoLq6Gtu3b0dtbS3kjhx3LlmCpVu3orCmpvX7ezzeDvhC0FKf09k6bAEUtBoaaEzyDJUcroSg54KC2n++kBDq8eX7iI722wQ23GRC/vbteOOBB/CrDRugVCpRUFAAp7/ZQcYYY4y1wjNcBgMK5MClVNJsUG0ttVr45hsKLpJEgaWujpbpLl+mpcWRIzFNpUKITofk9HRMOnYM5vJyaCsrMd5uBwoLoYmJwbT0dES7XHhUkqB2ubAtPh4hRUVIVauxV6dDbGwsVAEBsGo01L+rocHbv0t+L4eD2jjY7dRMtaCg7QcBjh0D5s71P5PldtMNAQDNejmdFNDadLrHhAmdXi+z0YhLn36KDz//HC9s2ICC0lLcMncufvrgg4iMjLy6/xEYY4yxAW7QBy69Xg9LUxP9JSaGtr0ZMYKCjVJJrSKSk2mmKDOTvgpBRfNOJxbV1mKRzYam3bsBSYLKbgfCw+EEUJyRgYKoKHyvrAyzLl2CJAQuJCRgvMOBHKsV+51OQKdDXV0dGhoa8MquXdg8fDgwcya1d5C36KmpAf79bwpeJ05Q/VhsLAVBebnz4kU6tqOara7sy6jVtm6N0QFJkrB8wQIsX7AATpcL2/buxQ/vvhsRw4Zh89/+xl3qGWOMsTYGfaf5/Px8vPXII3h9zhzqseXbMFShoHAlSVSknp9P7SC++oq25qmooDYRjY0tx1mUSugdDnw0ZAiOezywqFRwKRRATQ1KJQkKhQJCCERHRyMyMrKlDqqpqQkvb9yIwhUrECrfFVlWRu8nBM1gabW0nZBOR8uB8fF056TcGsJoBJYuvfqLcfPN/jfx7qLHXn8d0enp+OWGDVc/BsYYYzck7jTfuUE/wyX/cCA3t/2LQlCIuXiRwlhCAoWb+fMpCMl7IwYEUCiTJCibG5zqKiuxVJIQbTTiAZcLtS4X1Go1kpOTkZaWBoPBgJKSEjidTtjtdqhUKoSGhuJIeTnmyj21wsPpTkS1mpYQjx2jOq6AAKorCwryFtJrNBTClEoKioGB3g70Wi0919DQtcL5q/SrlSsRf+edeHT9eqj8NXBljDHGBqlB/1vRYDDA0nZrHJkcaBwOYOxYqukKCQGOHgUmTqTQFRVFwaauDoiIQLDVClgsmAcAs2YBHg/qsrIQYjTiibQ05CQkwG63Y8KECVi8eDEAwGaz4fTp0/j73/+OczabN3AB3noro5GWOiUJuHQJuP12Ck8jR1IR/ciRwJAh1P0eoOVR3y2AZCNHUmNXlcrb9sJupxk8eQnzKkWazVg8ezbKy8sxbNiwazoXY4wxNpAM+sClVqvR6G9VVaej9g8uF7WGqKigWSSFgkJWTg7NeNXV0V2AOh0VpgcFUchxu2kT68mT8b9KJY6YzRh+8iQulpWhfvp02pS65a10mDRpEqKiouBZvBh46KHWY1m9mhqeOhzeei2j0dvodN482p7H46FQJktMpC75ABXj19RQOMvLo8/kGzTPnqUatbQ0au4aHNz9Hl4AHE4nDHIfMMYYY4wB4MDlNXw41UwZjRSszp3ztk24cIGeKy4Gpk+n2aHhw721W4WFFLyMRjpevtNQoQDOnIEhIgK3FRfj142NEDodLu3Zg+np6e2G0NDQgNDQ0PZjW7oUWLWKlgbHjQNmzKBwFRJCr9fV0fN5ea37drndNOul0VBgjIvzdqqXJGru6qu+HmjuD4aRI6lOzV87iQ689c9/QgQEILizzvmMMcbYIMSBC6CltBMn6M/l5fRVqWxfQH/LLRTK6uvp73Y7BayYGGrhUF9PAeX8eQpmb71FS5GjRsEdHo6fSBJEQgJiPB5ohg9vNwybzQaT3LrBlxySUlKolqukhMLUyJG0bAhQUb2/GamdO+k4u50+W0KCt2N9Z86do3PKHe27UJP1xj/+gQO87yJjjDHWDgcuwH9QcbtpZsjjoaW3qiqa1TKZaKlx+HCa+fI9TqulWa/RoykkPfAAhbmvvoIyIwOJhYUUXqZM8dt+wWazYciQIe3Hkp5O4efoUVruk/uG+S6F5uVRmLp82fuc0UjPmUwUtlwuqjtr29G+rYgI+t6SEnocP07j1mrpveXtgySJ/i5JOF5cDDfgf/yMMcbYIMeBC0C1716JAN0dGBIC7N3rncEKCqIZr4MH6ZjSUprJSk2l40NDqbbKbPbuvXjpEnVub2qiVhKzZwN3301hzQ+73e4/sEyZQg1N8/LoTkWlkoKOb0F8UREtH/p2pm9spLsvc3OB227z3qFYXt55gXxMDH0+X23/7iO3qgoT3n4bx44d6/icjDHG2CDGgQvAgZwciPnzodDrKcTk5lJwSU2lmarTp+nAESMoyISGUshKTKRZI4WCvmZkoDA0FG/abC3nvsloxD3TptFs2KFD1Ouqg8DldDphNBr9DzIlhcJeQAD13wJoDOHh3mNCQlrXZRmNVIcF0PMJCfT5PB5aioyKokJ6ufHrVbA6nZi7ZQv+94MPMH78+Ks+D2OMMTaQceAC8MM77kB9QQFCfGd9bDbvHX4AhSpJolBTXk5Le1ot1TYZjRTSHA6E5+Rg+rhx2NFcd2VVKqkeKiKClue+/Ra45552Y3j22WehUqkQIhfC+/J4gMOH6b3k5b5Dh4AzZ7zHKJXArbfSe8iMRuC77+jPKhXN0sXH0wxcVZW3Tmvs2PYF9F1k2LgRa3/2MyxfseKqvp8xxhgbDDhwAQg1GlFrsbQOXFVVNKuUl0chKziY7uCbNo3C14ULdFxICM14RUcDej3UFy8iwWJp/yaXL9Oy3tq1fsewZcsWbNu2zf8AX3mFCt3VagpcNhttN6RSee+UjI31Ftf70umAyZMBvZ7GIN/FOHw4nc/hoBmuESPoNbkIvwvqm9tKvPLaa13+HsYYY2ww4sAFwBgWhpqmJsTodN4C+KYmegQFAaNGefdQbGiggDV5Ms1wnTwJnDpFJwoKgjsuDjsCAzE8MBBNQkCv1VJIamgAHn7YuxzYRnV1tf8luZMngf/8h967qopmrXQ6bzDy2VaoRXO3e6jVtIRptba/y7Cmxvtni8V7dyZAdWIpKfR9QtDsWXg4NWDVaFrqudRKJcL1evzPhg149e23obiKvl2MMcbYYMCBC0DokCGo2bnTuz9hTAwFFquVwotSSbM/JhMFEJ2O2iwUF1MAiYqi4BMRAfXZs3hGLjBPSaElvbg4Or6T7utCiPbb4TgcwOuv0/dXVtL7m0zUmiIigor25TsVy8qoaalSSUuGZjMFNPl1t5vuNBSCAlNn4chupzsTJ02i0BkaSkX5AH12kwmoroY6IADlGzdC9fDDuO+hhzB27Niruv6MMcbYQMeBCxS4alNTKVhUVtJsVGAg9dU6f55CmNyKISiI9jFUKmm5cehQmm2yWoGZM6nn1dmzFHjsdvoetZpeP3qUliTbsFqt/vcedLko9LzzDoWcwEBa2qyspNdHjqRZJ5la7Z25ko+R2Wz0UCi8M1Ztm5q2DWEqFQXN+vr254mLo+CWn4/x8fH++4cxxhhjDAAHLgDNS4oaDc1sffutd6/E774Dli+noBMRAWRlURjLyKBlxIkTqXBdbuUgBM0ERUV5lyZHj6bZp8DADme4Dhw4gMjIyPYv6PW0DGm1UvCrrKQQN348Fby3bdWg11Nokpc/AQpNCoW3JYS89JiU1HoZ0Z+OCunDwihUNp/zg5kz8ePbb8ddK1di2apVMBgMUMvtKRhjjDHGgQsAQkNDcbGxkWZ8Vq6kJ91u6hYvz/pcvkwzQ/HxFLpyciig+VNdTYEnOpq+x2gEli2jwnY/Dh8+jKSkpI4HmJxMdynK40hMpPCWmEgzUAUF9OfDh2nGKzWV9nEEKPDV1FC9WV6e95wWC83OyUX43aHReAMcgJSwMHw6ezY++vprPPbPf8LmdqNBkvCXHTt4E2vGGGMMgHTlQwY+o9GIWnkjZ4WCHvLMkExeFszP985cqVTAwoUUqoKDqcXCsGEUxEaOpOdMJvq7vCTpx8mTJzFu3LiOBzh6dPvn8vKooP7iRVrK9Hi8y4unTnW8FY98rqwsYNeuLm3Z0xUalQo/SErCX2fMwFuTJkFjt6NQvpOTMcYYG+R4hgs0w1XjWwvljxzEhKCluNGjvYHs5pu9x2m19DUykmaR5KU93zqoNs6dO4dHH3204/eOj6cCfLebzqdQ0HvKY3K7W/ffAlpv+wNQKBw6tP0yohy4FApakvT9vPLdj/LnlN9bqfR+zqYmNLlcyKmqghACv8/PR0NQEJ597z1MmDSp48/EGGOMDSIcuNAcuOQC947IheIXLlA9VkAAhRWt1tvbylfbAvTg4A5PXVFRgalTp3b83lotMGcO8N57rds5yO/j8VAgk99TraZlP0miuwqjomhGzOWi51JS6O7DgAC6G3HECLoRwF8fr5kz6W5J+TNIElBRQbNjAJokCSsbGxGTkYEAScJjb72F9AkTOv4sjDHG2CDEgQuAXq+HVV5S7EhQEC3D6XRUKF9UREX1Dz7o//i2ReMdbdkDwOPxQCvPGHVkzhyqKfvoI2DrVqojA6guTKejMKXR0LKn1dp+Rk2tprswLRYKaG43hS6Xi0Kkn82026mvp1AWH09hbehQ/DUnB+krV+Lx//mfK38/Y4wxNkhx4AIgSRI8VzrIZgPS0+kuQYuFZoweesg7++MrLKx9W4awML+ndTgckKQultJptcDSpcDtt9MM07lzFK5KS2kJ87vvOq4Vq6qimbmSEiq8b2ry9tYCaLsht5uK4ceMofBWUOC/X5cQQE4O6qKi8LfGRrw4b17Xxs8YY4wNUhy4ZEolPcaMoZYJBoN3CU6SaPlwxw4qTE9LA8aNoyW22lp63WSixqmA9y5FmSTRHYt+HD58GOG+G1B3RUgIcO+9FJBeeIGeKy2lQv2yMu97yzVXgDeIyZ8pObl1fVZEBH1+hwO4dKn1dQHoOHmTayGA1FTsys/HXb/8JSbJG2QzxhhjzC8OXDKdDrj//taF450RguqpDAYKIg6H/9kuhQJYtKjDJbuDBw9ixIgRVzdmpRJYt472Wiwvp4dcSP/VV96A5Ht8SQk1U62spLHL9u+nIFlX531Okrx3PgpBs3xDhwJ2OzweD47W1iKtk9o0xhhjjBEOXDKt9sphq+2df0D7UNPW/Pk0Y9aBEydOXNuWOGFhwK9/Dbz5JpCb2/71hQu9dyIeOEBtKwwGWhptGxBPnQLGjvUuh3o8VLtWWwsEBeHzkyfxbk0NXA4HmpRKLLr/fvzwvvuufuyMMcbYIMGBq5lSqURTU5P/LXZk8pKhL9/lO19uN80Q+euh5ePs2bO471pDS3Aw8Pjj1Ox0716q5br9dhqT0+ldWjx9mgrnKyooCIaFUcg8c8Y7ZnkJUXbuHM1qNTTg9fJy/G3/fkiShPPnz6O0pARnc3MxMiXl2sbPGGOMDXAcuJrp9XpYrdbO9wS8996un9DpBH70I+C224Dhwzs8rKysDBkZGd0YaQcUCmDyZHpkZ9OMl8tFM1oFBbTcmJFBy6CjR1PNV1kZ3b2Ymuq9e7G+nvZZtNvpzzodddVvasKasDCsmToVdqcTZRYLsiwW/PHNNzlwMcYYY1fAgauZ0WiExWLpuU2YNRrah/GDD4A776T9D/1oampCiL+Zs2sxdiwwezawbx/wn/+0fk3uyQVQa4fJk729vSSJgld9PbWKUKlo2VGtxp7Ll7HX5YJNrUZofDwWzZ+PGXPmXNtyKGOMMTZIcOBqZjAYYLFYevak06bR1jvPPEMh6Gc/o+apzZqamqDw13bhWtXVUduIU6dohstopBm3hgaa0VIq6a7KlBQKX8OHezfgBuguS6eTjjObgTFj8PLWrXjnww+RkJDQO2NmjDHGBjAOXM0MBgNq/XWMvxIhqBdWTQ3dxWe3e7+Wl9My3ZQpwJ49wKFDwB13AKtWAWFhOHbsGML89edyOoETJ4Dz5yn0pKdTN3h/Qae2lmq2SkqoncOFC9Q9Xv4sdjvNVA0ZQvVaZjM95Hqt1FR6fehQICGBHtHRVN/l837aL7/E8E6WRhljjDHWMQ5czeQlRb+EoKW1ykoqOC8vp1kgj4fClsdDd/7p9d4tf1QqCi5BQRSAZs6kWSUA+Pe/gfvuw4EDB1qHGI+HwtPu3fQ+sqwsCknjxtE5Ghu94aqmBigupnoso5GK4keNoucrKuicdjs9IiKofkurpXGZzRTkzGb/YY4xxhhjPYIDVzO/S4q5ucAXX3h7USmVNPMTFkahJiyMAo5eT/VP/pw7R4FI3ngaoBkrALm5uUg0m4G336YZKYfDu/9heLj3jkEh6HHiBLWhkLflcbtpibC0lMZgMlHH+agoekRG0sNk6nh8HXA6nTh9+jROnDiBrKysnl9uZYwxxgYRDlzNDAYDSktLWz+ZkAB8//sUhIKDaQapm8EFiYnAihXAZ5/RLBQAHDsGJCbCarUiIiSE9kg0mym8abXXfbapuroax44dawlX1dXVUKvVSE1Nxbhx4/Dwww8jMTHxuo6JMcYYG0g4cDXzu6SoVtNMUycqKiqQl5eHixcv4uLFiygsLITVasXGjRsRLW/nYzLRHojFxVSXlZ8PbN2KJpcL6thY6vDei2w2GwoLC1FYWIhLly6hsrISVVVVqKysRHl5OcLCwjBx4kSMHz8e9913n/+6MsYYY4xdNQ5czXyXFD/77DOsX78e06dPx+23346YmBjYbDbU1taiuLgYp06dQmFhIQBgyJAhSE5ORlxcHGbMmIEVK1bAZrPhJz/5CVavXo1ly5bRXX2SBMTG0mPWLKCmBo0ffwyNRtMyBrfbjbq6OtTV1cFqtbZ89Xg80Ol0LQ/5e4RPs1WXy4WioiIUFBTgwoULuHDhAhoaGgAAgYGBiIuLQ3x8PIYNG4aUlBSYzWaYzWaYTCa+65AxxhjrZRy4mhkMBhQXF+O5557DmTNncPToUZSVleGLL77AiRMnEBQUBIPBgNjYWCxcuBBxcXGQOlle/PTTT/Hyyy9jwYIFmDJlCiZMmIC77rqLwo1CAZhMaGxshFqtRkNDA5YvXw6FQoGQkBDo9fpWXyVJgt1uh81mg81mg8PhgEKhaAlKCoUCKpUKMTExiI+Px4wZMxAfH4+goKDrdfkYY4wx1gmFEP42COw7Vqu1ZbZJ39WNpHuA0+nE4sWLsW7dOixevLjHZn0aGxuRnZ2NTz75BNnZ2fjFL36BiRMnIiAgAAsWLEBsbCzOnTuHZ599FjNmzOiR92SMMcaut776/X2j4MB1HZ07dw7vv/8+Tpw4AQAoLy/H7Nmz8eSTT8JgMPTx6BhjjLGrN5B/f/cEDlyMMcYYu2b8+7tz3exxwBhjjDHGuosDF2OMMcZYL+PAxRhjjDHWyzhwMcYYY4z1sm4Frj/84Q9IS0uDXq+HXq/HtGnTsHPnzpbXhRB49tlnERUVhcDAQNxyyy04depUjw+aMcYYY+xG0q3AFR0djd/97nc4cuQIjhw5gltvvRVLlixpCVUvv/wyXnvtNbz55pvIzMzE0KFDMXfuXNTV1fXK4BljjDHGbgTX3BbCZDLhlVdewerVqxEVFYX169fj8ccfB0DNRCMiIrBx40Y88MADXTof31bKGGOM3Xj493fnrrqGy+1248MPP0RDQwOmTZuGgoIClJWVYd68eS3HaDQazJo1CwcPHuzwPE6nE1artdWDMcYYY2wg6Xbgys7ORnBwMDQaDR588EHs2LEDo0ePRllZGQAgIiKi1fEREREtr/nz0ksvwWAwtDxiYmK6OyTGGGOMsX6t24ErOTkZWVlZ+Oabb7B27VqsWrUKp0+fbnm97R6EQohO9yV88sknYbFYWh5FRUXdHRJjjDHGWL+m6u43qNVqjBgxAgAwadIkZGZm4o033mip2yorK0NkZGTL8RUVFe1mvXxpNBpoNJruDoMxxhhj7IZxzX24hBBwOp1ISEjA0KFDsXv37pbXXC4XvvrqK9x8883X+jaMMcYYYzesbs1wPfXUU1i4cCFiYmJQV1eHDz/8EF9++SV27doFhUKB9evX48UXX0RSUhKSkpLw4osvQqfTYfny5b01fsYYY4yxfq9bgau8vBwrV65EaWkpDAYD0tLSsGvXLsydOxcA8Ktf/Qp2ux0PPfQQampqMHXqVHz++ecICQnplcEzxhhjjN0IrrkPV0+zWCwwGo0oKiriPh6MMcbYDcJqtSImJga1tbUwGAx9PZx+p9tF871N7krP7SEYY4yxG09dXR0HLj/63QyXx+NBSUkJQkJCOm0nMdDI/8+AZ/auDV/HnsHXsefwtewZfB17Rm9eRyEE6urqEBUVBUm65nvyBpx+N8MlSRKio6P7ehh9Rt4YnF0bvo49g69jz+Fr2TP4OvaM3rqOPLPVMY6gjDHGGGO9jAMXY4wxxlgv48DVT2g0GjzzzDPcdf8a8XXsGXwdew5fy57B17Fn8HXsO/2uaJ4xxhhjbKDhGS7GGGOMsV7GgYsxxhhjrJdx4GKMMcYY62UcuBhjjDHGehkHrn4gLy8PS5Ysgdlshl6vR0ZGBvbt29fqmMzMTNx2220wGo0IDQ3FvHnzkJWV1TcD7qeudB3ff/99KBQKv4+Kioo+HHn/0pWfR4CuZ1paGrRaLYYOHYp169b1wWj7r65cR38/i++8804fjbj/6urPJABcvnwZ0dHRUCgUqK2tvb4D7eeudB0vX76MBQsWICoqChqNBjExMVi3bh2sVmsfjnrg4MDVDyxatAhNTU3Yu3cvjh49ivT0dNxxxx0oKysDQPtSzZ8/H7GxsTh8+DD2798PvV6P+fPno7GxsY9H339c6TouXboUpaWlrR7z58/HrFmzEB4e3sej7z+udB0B4LXXXsPTTz+NJ554AqdOncIXX3yB+fPn9+Go+5+uXEcAeO+991r9TK5ataqPRtx/dfVaAsCaNWuQlpbWB6Ps/650HSVJwpIlS/Dxxx8jLy8P77//Pvbs2YMHH3ywj0c+QAjWpyorKwUA8d///rflOavVKgCIPXv2CCGEyMzMFADExYsXW445efKkACDy8/Ov+5j7o65cx7YqKipEQECA2Lx58/UaZr/XletYXV0tAgMDO7yurOs/jwDEjh07+mCEN47u/Lf99ttvi1mzZokvvvhCABA1NTXXebT919X8GymEEG+88YaIjo6+HkMc8HiGq4+FhYVh1KhR2Lx5MxoaGtDU1IR3330XERERmDhxIgAgOTkZZrMZmzZtgsvlgt1ux6ZNm5Camoq4uLg+/gT9Q1euY1ubN2+GTqfD97///es82v6rK9dx9+7d8Hg8uHTpEkaNGoXo6Gj84Ac/QFFRUR+Pvv/ozs/junXrYDabMXnyZLzzzjvweDx9NOr+qavX8vTp03juueewefNm3jjZj6v5N7KkpATbt2/HrFmzrvNoB6i+TnxMiOLiYjFx4kShUCiEUqkUUVFR4vjx462OycnJEYmJiUKSJCFJkkhJSRGFhYV9M+B+qivX0dfo0aPF2rVrr98AbxBXuo4vvfSSCAgIEMnJyWLXrl3i0KFD4rbbbhPJycnC6XT23cD7ma78PD7//PPi4MGD4vjx4+LVV18VOp1OPP/8830z4H7sStfS4XCItLQ08cEHHwghhNi3bx/PcPnR1X8jly1bJgIDAwUAsXjxYmG326//YAcgDly95JlnnhEAOn1kZmYKj8cj7rzzTrFw4UKxf/9+cfToUbF27VoxbNgwUVJSIoQQwmaziSlTpogf//jH4ttvvxWHDh0S99xzj0hNTRU2m62PP2nv6snr6OvgwYMCgDhy5EgffKrrryev429/+1sBQHz22Wct56+oqBCSJIldu3b11Ue8Lnrr51H26quvCr1efx0/Ud/pyWv52GOPiaVLl7acezAFrt74mSwtLRVnzpwR//rXv/j/mPYg3tqnl1RVVaGqqqrTY+Lj43HgwAHMmzcPNTU10Ov1La8lJSVhzZo1eOKJJ7Bp0yY89dRTKC0tbZkqd7lcCA0NxaZNm7Bs2bJe/Sx9qSevo681a9bg2LFjOH78eK+Mu7/pyev43nvvYfXq1SgqKkJ0dHTLMREREXjhhRfw05/+tNc+R1/rrZ9H2YEDBzB9+nSUlZUhIiKiR8fe3/TktUxPT0d2djYUCgUAQAgBj8cDpVKJp59+Gr/5zW969bP0pd7+mdy/fz9mzJiBkpISREZG9ujYBxtVXw9goDKbzTCbzVc8zmazAUC7mgNJklpqOWw2GyRJavnHRH5doVAM+HqPnryOsvr6emzZsgUvvfRSzw20n+vJ65iRkQEAyM3NbQlc1dXVqKqqGvA1hb3x8+jr+PHj0Gq1MBqN1zTOG0FPXstt27bBbre3vJaZmYnVq1fj66+/RmJiYg+Ouv/p7Z9JeU7G6XRewygZAK7h6muVlZUiLCxMfO973xNZWVkiNzdXbNiwQQQEBIisrCwhhBBnzpwRGo1GrF27Vpw+fVrk5OSIFStWCIPB0OnyxGDSleso+/Of/yy0Wq2orq7uo9H2X129jkuWLBGpqaniwIEDIjs7W9xxxx1i9OjRwuVy9eHo+4+uXMePP/5Y/PGPfxTZ2dkiPz9f/OlPfxJ6vV488sgjfTz6/qU7/23LBtOSYld15Tp+8skn4i9/+YvIzs4WBQUF4pNPPhGpqakiIyOjj0c/MHDg6gcyMzPFvHnzhMlkEiEhIeKmm24Sn376aatjPv/8c5GRkSEMBoMIDQ0Vt956qzh06FAfjbh/6sp1FEKIadOmieXLl/fBCG8MXbmOFotFrF69WhiNRmEymcTdd9/dqm0Ju/J13Llzp0hPTxfBwcFCp9OJMWPGiN///veisbGxD0fdP3X1v20ZBy7/rnQd9+7dK6ZNmyYMBoPQarUiKSlJPP7443wdewjXcDHGGGOM9TJuVsIYY4wx1ss4cDHGGGOM9TIOXIwxxhhjvYwDF2OMMcZYL+PAxRhjjDHWyzhwMcYYY4z1Mg5cjDHGGGO9jAMXY4wxxlgv48DFGGOMMdbLOHAxxhhjjPUyDlyMMcYYY72MAxdjjDHGWC/7/wOckkxXaKHgAAAAAElFTkSuQmCC\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"Here's a plot showing black and red based on local density of deviation from 50-50\")\n",
    "\n",
    "for c in range(nCounties):\n",
    "    if c%10 == 0:\n",
    "        print(\"working on county\",c)\n",
    "    plotPolyColor(countyGeom[c],\"black\")\n",
    "    for t in countyTractList[c]:\n",
    "        if tractVAP[t] > 5:  #skip lowPop tracts\n",
    "            delta = (tractBVAP[t] - (tractVAP[t] - tractBVAP[t]) ) / max(0.000000001, tractArea[t])\n",
    "            fillPlotBlackRed(tractGeom[t], delta, minDD, maxDD)\n",
    "dotPlot()\n",
    "dY = 0.2\n",
    "dX = 0.3\n",
    "shiftX = 0.3\n",
    "startX = -84\n",
    "startY = 35\n",
    "quadPoly = Polygon([Point(startX, startY), Point(startX-dX,startY),Point(startX-dX,startY-dY), Point(startX, startY-dY)])\n",
    "plt.text(startX, startY, \"BVAP - nonBVAP density\")\n",
    "plt.text(startX+shiftX, startY-dY, int(maxDD))\n",
    "fillPlotColor(quadPoly,\"black\")\n",
    "fillPlotColor(translate(quadPoly,xoff=0., yoff=-6.*dY), \"red\")\n",
    "plt.text(startX+shiftX, startY-7.*dY, int(-maxDD))\n",
    "fillPlotBlackRed(translate(quadPoly,xoff=0., yoff=-4.*dY), -0.1*maxDD, minDD, maxDD) \n",
    "plt.text(startX+shiftX, startY-5.*dY, int(-0.1*maxDD))\n",
    "fillPlotBlackRed(translate(quadPoly,xoff=0., yoff=-2.*dY), 0.1*maxDD, minDD, maxDD) \n",
    "plt.text(startX+shiftX, startY-3.*dY, int(0.1*maxDD))\n",
    "plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 61,
   "id": "d26047b8-6aca-40ff-8104-6d3c28c3f818",
   "metadata": {
    "tags": []
   },
   "outputs": [],
   "source": [
    "def getClosestTract(POINT, geomList): #find closest point of a list to point\n",
    "    nGeoms = len(geomList)\n",
    "    pointList = [geomList[g].centroid for g in range(nGeoms)]\n",
    "    minDist, bestPt = 99999, -9999\n",
    "    for idx, currentPt in enumerate(pointList):\n",
    "        if POINT.distance(currentPt) < minDist:\n",
    "            bestPt = idx\n",
    "            minDist = POINT.distance(currentPt)\n",
    "    return bestPt  #returns the geomList index of the closest point"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "553d3923-26ec-42fe-b4ae-95ffd78cc392",
   "metadata": {},
   "outputs": [],
   "source": [
    "#For a more visually pleasing plot vs below, we could just translate the plots of the affected black areas\n",
    "#from Bham into Centreville, and Mobile  SW of Jackson"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 62,
   "id": "b691232b-836c-4428-9093-2c1ed69a99f4",
   "metadata": {
    "tags": []
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "and now a move operation.  Start with Birmingham Blacks moving S\n",
      "here's the map with 0.9 of Bham tractPops moved ( -0.2 -0.5 ) if pctBVAP > 0.35\n",
      "working on county 0\n",
      "working on county 10\n",
      "working on county 20\n",
      "working on county 30\n",
      "working on county 40\n",
      "working on county 50\n",
      "working on county 60\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "print(\"and now a move operation.  Start with Birmingham Blacks moving S\")\n",
    "moveThresh = 0.35  #if tract is 35% black, we'll include in move list\n",
    "moveFrac = 0.9 #we move this fraction of the whole population\n",
    "moveX, moveY = -0.2, -0.5\n",
    "altTractVAP = tractVAP.copy()\n",
    "altTractBVAP = tractBVAP.copy()\n",
    "homeC, newC = 36, 3\n",
    "availGeoms = list()\n",
    "newTlist = list()\n",
    "for t in countyTractList[newC]:\n",
    "    availGeoms.append(tractGeom[t])\n",
    "for t in countyTractList[homeC]:\n",
    "    if tractBVAP[t] > moveThresh * tractVAP[t]: #Black enough; qualifies for move\n",
    "        movedCP = Point(tractCP[t].x + moveX, tractCP[t].y + moveY)\n",
    "        newT = countyTractList[newC][getClosestTract(movedCP, availGeoms)]\n",
    "        newTlist.append(newT)\n",
    "        #print(\"old VAP and BVAP were\",altTractVAP[newT], altTractBVAP[newT],t,\"is new no\")\n",
    "        altTractVAP[newT] += moveFrac * tractVAP[t]\n",
    "        altTractVAP[t] -= moveFrac * tractVAP[t]\n",
    "        altTractBVAP[newT] += moveFrac * tractBVAP[t]\n",
    "        altTractBVAP[t] -= moveFrac * tractBVAP[t]\n",
    "        #print(\"new VAP and BVAP are\",altTractVAP[newT], altTractBVAP[newT],newT)\n",
    "        #pause = input(\"OK?\")\n",
    "print(\"here's the map with\",moveFrac,\"of Bham tractPops moved (\",moveX,moveY,\n",
    "      \") if pctBVAP >\",moveThresh)\n",
    "for c in range(nCounties):\n",
    "    if c%10 == 0:\n",
    "        print(\"working on county\",c)\n",
    "    plotPolyColor(countyGeom[c],\"black\")\n",
    "    for t in countyTractList[c]:\n",
    "        if tractVAP[t] > 5:  #skip lowPop tracts\n",
    "            delta = (altTractBVAP[t] - (altTractVAP[t] - altTractBVAP[t]) ) / max(0.000000001, tractArea[t])\n",
    "            fillPlotBlackRed(tractGeom[t], delta, minDD, maxDD)           \n",
    "dotPlot()\n",
    "\n",
    "dY = 0.2\n",
    "dX = 0.3\n",
    "shiftX = 0.3\n",
    "startX = -84\n",
    "startY = 35\n",
    "quadPoly = Polygon([Point(startX, startY), Point(startX-dX,startY),Point(startX-dX,startY-dY), Point(startX, startY-dY)])\n",
    "plt.text(startX, startY, \"BVAP - nonBVAP density\")\n",
    "plt.text(startX+shiftX, startY-dY, int(maxDD))\n",
    "fillPlotColor(quadPoly,\"black\")\n",
    "fillPlotColor(translate(quadPoly,xoff=0., yoff=-6.*dY), \"red\")\n",
    "plt.text(startX+shiftX, startY-7.*dY, int(-maxDD))\n",
    "fillPlotBlackRed(translate(quadPoly,xoff=0., yoff=-4.*dY), -0.1*maxDD, minDD, maxDD) \n",
    "plt.text(startX+shiftX, startY-5.*dY, int(-0.1*maxDD))\n",
    "fillPlotBlackRed(translate(quadPoly,xoff=0., yoff=-2.*dY), 0.1*maxDD, minDD, maxDD) \n",
    "plt.text(startX+shiftX, startY-3.*dY, int(0.1*maxDD))\n",
    "plt.show()\n",
    "    "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "c13855ff-f037-4d76-98d2-be1184ab6f1c",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
